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@jsoma
Last active June 27, 2024 15:06
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{
"cells": [
{
"cell_type": "markdown",
"id": "ce01f721-ae91-448b-9116-3fa5e767f189",
"metadata": {},
"source": [
"# Kind of a tutorial: OCR then table extraction\n",
"\n",
"Sometimes you have a PDF with a table, but the table is an *image embedded in the PDF*. How do you pull it out?\n",
"\n",
"I'd say **[do it manually](https://jonathansoma.com/everything/pdfs/selecting-your-tool/#ocr-with-tabular-data)** but sigh, let's use some tech."
]
},
{
"cell_type": "markdown",
"id": "6955981b-88e5-4777-b3a1-812cc79060a6",
"metadata": {},
"source": [
"<img 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\">"
]
},
{
"cell_type": "markdown",
"id": "9445a9c0-06e3-4d0e-a7ff-997498869637",
"metadata": {},
"source": [
"We're more or less following the instructions from https://jonathansoma.com/everything/pdfs/selecting-your-tool/, except very much ignoring https://jonathansoma.com/everything/pdfs/selecting-your-tool/#ocr-with-tabular-data\n",
"\n",
"\n",
"## Step One: OCR\n",
"\n",
"Since the text isn't \"real\" text, just an *image* of text, we have to start by OCRing it.\n",
"\n",
"### Installation\n",
"\n",
"We'll start by installing OCRmyPDF, which means we first need to install it with brew then install the Python library that connects to it. It's going to install a *lot* of stuff with homebrew, so maybe run it from the command line instead of here.\n",
"\n",
"Find more details about it [here](https://jonathansoma.com/everything/pdfs/ocr-tools/)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "dd3d8cbe-753f-4a1f-b75c-01b11cef8809",
"metadata": {},
"outputs": [],
"source": [
"!brew install ocrmypdf"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "f0905c18-88b7-49ba-bbf9-a79b19105ea8",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.1\u001b[0m\n",
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [
"%pip install --quiet ocrmypdf"
]
},
{
"cell_type": "markdown",
"id": "1e083a56-037b-41ac-8868-948f64537e3a",
"metadata": {},
"source": [
"## Usage\n",
"\n",
"This creates a new PDF called `OCRhelp_GW-ocr.pdf`, which we'll use in step two."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "95f95d77-b930-45d3-8b43-6dd5805dab9c",
"metadata": {},
"outputs": [
{
"data": {
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"text": [
"The output file size is 2.12× larger than the input file.\n",
"Possible reasons for this include:\n",
"--force-ocr was issued, causing transcoding.\n",
"PDF/A conversion was enabled. (Try `--output-type pdf`.)\n",
"\n"
]
},
{
"data": {
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"<ExitCode.ok: 0>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import ocrmypdf\n",
"\n",
"# The page already has some text on it, and the error msg suggests adding force_ocr\n",
"ocrmypdf.ocr('OCRhelp_GW.pdf', 'OCRhelp_GW-ocr.pdf', force_ocr=True)"
]
},
{
"cell_type": "markdown",
"id": "ae331a51-b90b-45fd-8545-a239ccbb1dd0",
"metadata": {},
"source": [
"## Step Two: Table extraction\n",
"\n",
"### pdfplumber\n",
"\n",
"Let's first try with JSVine's [pdfplumber](https://github.com/jsvine/pdfplumber). It has a nice easy [way to detect tables](https://github.com/jsvine/pdfplumber?tab=readme-ov-file#extracting-tables)."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2a112533-b441-4516-8abc-ebe6f4bf569c",
"metadata": {},
"outputs": [],
"source": [
"%pip install --quiet pdfplumber"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "d5eb2e6c-3263-4c94-b506-414864eb3af4",
"metadata": {},
"outputs": [],
"source": [
"import pdfplumber\n",
"\n",
"pdf = pdfplumber.open(\"OCRhelp_GW-ocr.pdf\")\n",
"page = pdf.pages[0]\n",
"page.extract_table()"
]
},
{
"cell_type": "markdown",
"id": "c08d4078-39cd-4916-9cf3-c9850fc0b8ed",
"metadata": {},
"source": [
"Looks like it could't find any tables! Maybe we could tweak the `ocrmypdf` settings, but I don't know how they work.\n",
"\n",
"Instead we're going to use [Camelot](https://camelot-py.readthedocs.io/) because I *love it*, even though it requires [an old version of PyPDF](https://github.com/camelot-dev/camelot/issues/444). We need to make sure we install [the dependencies](https://camelot-py.readthedocs.io/en/master/user/install-deps.html#install-deps) first."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "ed619ac3-935b-44d9-b520-7c83815d8c2c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.1\u001b[0m\n",
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
]
}
],
"source": [
"!brew install --quiet ghostscript tcl-tk\n",
"!pip install --quiet \"camelot-py[cv]\" \"pypdf2<3\""
]
},
{
"cell_type": "markdown",
"id": "9e1dc42e-27b5-4dc7-bcb6-81de3f33d57e",
"metadata": {},
"source": [
"But *then* it will break but [don't worry I made a fix](https://jonathansoma.com/everything/pdfs/camelot-ghostscript/)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "5b71dc7a-184f-4805-9922-f1fcc7bfe71d",
"metadata": {},
"outputs": [],
"source": [
"!mkdir -p ~/lib\n",
"!ln -s \"$(brew --prefix gs)/lib/libgs.dylib\" ~/lib"
]
},
{
"cell_type": "markdown",
"id": "56e71773-0a2a-4450-8cb5-32342357f624",
"metadata": {},
"source": [
"Okay now we can use it!"
]
},
{
"cell_type": "code",
"execution_count": 56,
"id": "0f5192c7-8c71-4ed2-9241-d9f144bb7b1a",
"metadata": {},
"outputs": [],
"source": [
"import camelot\n",
"\n",
"tables = camelot.read_pdf('OCRhelp_GW-ocr.pdf', split_text=True)"
]
},
{
"cell_type": "code",
"execution_count": 69,
"id": "cc2baa37-ba3c-485c-9092-606234469f38",
"metadata": {},
"outputs": [
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" <td>3</td>\n",
" <td>11</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>17</td>\n",
" <td>|Manipur</td>\n",
" <td>9</td>\n",
" <td>9</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>18</td>\n",
" <td>|Meghalaya</td>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>19</td>\n",
" <td>|Mizoram</td>\n",
" <td>26</td>\n",
" <td>26</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>20</td>\n",
" <td>|Nagaland</td>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>21</td>\n",
" <td>|Odisha</td>\n",
" <td>314</td>\n",
" <td>303</td>\n",
" <td>96</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>6</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>22</td>\n",
" <td>|Punjab</td>\n",
" <td>138</td>\n",
" <td>22</td>\n",
" <td>16</td>\n",
" <td>5</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>109</td>\n",
" <td>79</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>23</td>\n",
" <td>|Rajasthan</td>\n",
" <td>295</td>\n",
" <td>45</td>\n",
" <td>15</td>\n",
" <td>29</td>\n",
" <td>10</td>\n",
" <td>33</td>\n",
" <td>11</td>\n",
" <td>185</td>\n",
" <td>63</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>24</td>\n",
" <td>|Sikkim</td>\n",
" <td>4</td>\n",
" <td>4</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>25</td>\n",
" <td>|Tamil Nadu</td>\n",
" <td>1166</td>\n",
" <td>427</td>\n",
" <td>37</td>\n",
" <td>163</td>\n",
" <td>14</td>\n",
" <td>79</td>\n",
" <td>7</td>\n",
" <td>462</td>\n",
" <td>40</td>\n",
" <td>35</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>26</td>\n",
" <td>|Telangana</td>\n",
" <td>584</td>\n",
" <td>278</td>\n",
" <td>48</td>\n",
" <td>169</td>\n",
" <td>29</td>\n",
" <td>67</td>\n",
" <td>11</td>\n",
" <td>70</td>\n",
" <td>12</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>27</td>\n",
" <td>|Tripura</td>\n",
" <td>59</td>\n",
" <td>59</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>28</td>\n",
" <td>|Uttar Pradesh*</td>\n",
" <td>830</td>\n",
" <td>540</td>\n",
" <td>65</td>\n",
" <td>151</td>\n",
" <td>18</td>\n",
" <td>48</td>\n",
" <td>6</td>\n",
" <td>91</td>\n",
" <td>11</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>29</td>\n",
" <td>|Uttarakhand</td>\n",
" <td>18</td>\n",
" <td>13</td>\n",
" <td>72</td>\n",
" <td>5</td>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>30</td>\n",
" <td>|West Bengal “</td>\n",
" <td>268</td>\n",
" <td>191</td>\n",
" <td>71</td>\n",
" <td>76</td>\n",
" <td>28</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td></td>\n",
" <td>Total States</td>\n",
" <td>6828</td>\n",
" <td>4265</td>\n",
" <td>62</td>\n",
" <td>968</td>\n",
" <td>14</td>\n",
" <td>312</td>\n",
" <td>5</td>\n",
" <td>1185</td>\n",
" <td>17</td>\n",
" <td>98</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td></td>\n",
" <td>Union Territories</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>1</td>\n",
" <td>|Andaman &amp; Nicobar</td>\n",
" <td>36</td>\n",
" <td>35</td>\n",
" <td>97</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>2</td>\n",
" <td>|Chandigarh</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>3</td>\n",
" <td>|Dadra &amp; Nagar Have}</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>4</td>\n",
" <td>|Daman &amp; Diu</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>5</td>\n",
" <td>|Lakshdweep</td>\n",
" <td>9</td>\n",
" <td>6</td>\n",
" <td>67</td>\n",
" <td>3</td>\n",
" <td>33</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>6</td>\n",
" <td>|Puducherry</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>25</td>\n",
" <td>1</td>\n",
" <td>25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td></td>\n",
" <td>Total UTs</td>\n",
" <td>53</td>\n",
" <td>45</td>\n",
" <td>85</td>\n",
" <td>4</td>\n",
" <td>8</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td></td>\n",
" <td>Grand Total</td>\n",
" <td>6881</td>\n",
" <td>4310</td>\n",
" <td>63</td>\n",
" <td>972</td>\n",
" <td>14</td>\n",
" <td>313</td>\n",
" <td>5</td>\n",
" <td>1186</td>\n",
" <td>17</td>\n",
" <td>100</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>|Note</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>|Blocks- Bihar, Chattisgarh, Haryana, Jharkhan...</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>|Taluks -Karnataka, Goa, Gujarat, Maharashtra</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>Mandals - Andhra Pradesh, Telangana a So a\\nDi...</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>Region - Puduche\\n|UT - Chandigarh, Dadar &amp; Na...</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>Tehsil-NCT Delhi</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>“Uttar Pradesh: There are total 820 block and ...</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>**The Ground Water resources assessment as on ...</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" <td></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 0 \\\n",
"0 CATEGORIZATION OF BLOCKS/ MANDALS/ TALUKAS IN ... \n",
"1 S.No. \n",
"2 \n",
"3 \n",
"4 1 \n",
"5 2 \n",
"6 3 \n",
"7 4 \n",
"8 5 \n",
"9 6 \n",
"10 7 \n",
"11 8 \n",
"12 9 \n",
"13 10 \n",
"14 11. \n",
"15 12 \n",
"16 13 \n",
"17 14 \n",
"18 15 \n",
"19 16 \n",
"20 17 \n",
"21 18 \n",
"22 19 \n",
"23 20 \n",
"24 21 \n",
"25 22 \n",
"26 23 \n",
"27 24 \n",
"28 25 \n",
"29 26 \n",
"30 27 \n",
"31 28 \n",
"32 29 \n",
"33 30 \n",
"34 \n",
"35 \n",
"36 1 \n",
"37 2 \n",
"38 3 \n",
"39 4 \n",
"40 5 \n",
"41 6 \n",
"42 \n",
"43 \n",
"44 |Note \n",
"45 |Blocks- Bihar, Chattisgarh, Haryana, Jharkhan... \n",
"46 |Taluks -Karnataka, Goa, Gujarat, Maharashtra \n",
"47 Mandals - Andhra Pradesh, Telangana a So a\\nDi... \n",
"48 Region - Puduche\\n|UT - Chandigarh, Dadar & Na... \n",
"49 Tehsil-NCT Delhi \n",
"50 “Uttar Pradesh: There are total 820 block and ... \n",
"51 **The Ground Water resources assessment as on ... \n",
"\n",
" 1 2 3 4 \\\n",
"0 \n",
"1 States / Union \\nTerritories Total No. of\\nAssessed Safe \n",
"2 Nos. % \n",
"3 States \n",
"4 |Andhra Pradesh 670 501 75 \n",
"5 |Arunachal Pradesh 11 11 100 \n",
"6 |Assam 28 28 100 \n",
"7 |Bihar 534 432 81 \n",
"8 |Chattisgarh 146 122 84 \n",
"9 |Dethi 34 3 9 \n",
"10 |Goa 12 12 100 \n",
"11 |Gujarat 248 194 78 \n",
"12 |Haryana 128 26 20 \n",
"13 |Himachal Pradesh 8 3 38 \n",
"14 |Jammu & Kashmir 22 22 100 \n",
"15 |Jharkhand 260 245 94 \n",
"16 |Karnataka 176 97 55 \n",
"17 +|Kerala 152 119 78 \n",
"18 |Madhya Pradesh 313 240 77 \n",
"19 |Maharashtra 353 271 77 \n",
"20 |Manipur 9 9 100 \n",
"21 |Meghalaya 11 11 100 \n",
"22 |Mizoram 26 26 100 \n",
"23 |Nagaland 11 11 100 \n",
"24 |Odisha 314 303 96 \n",
"25 |Punjab 138 22 16 \n",
"26 |Rajasthan 295 45 15 \n",
"27 |Sikkim 4 4 100 \n",
"28 |Tamil Nadu 1166 427 37 \n",
"29 |Telangana 584 278 48 \n",
"30 |Tripura 59 59 100 \n",
"31 |Uttar Pradesh* 830 540 65 \n",
"32 |Uttarakhand 18 13 72 \n",
"33 |West Bengal “ 268 191 71 \n",
"34 Total States 6828 4265 62 \n",
"35 Union Territories \n",
"36 |Andaman & Nicobar 36 35 97 \n",
"37 |Chandigarh 1 0 0 \n",
"38 |Dadra & Nagar Have} 1 1 100 \n",
"39 |Daman & Diu 2 1 50 \n",
"40 |Lakshdweep 9 6 67 \n",
"41 |Puducherry 4 2 50 \n",
"42 Total UTs 53 45 85 \n",
"43 Grand Total 6881 4310 63 \n",
"44 \n",
"45 \n",
"46 \n",
"47 \n",
"48 \n",
"49 \n",
"50 \n",
"51 \n",
"\n",
" 5 6 7 8 9 10 11 12 \n",
"0 \n",
"1 Semi-Critical Critical Over-Exploited Saline \n",
"2 Nos. % Nos. % Nos. % Nos. % \n",
"3 \n",
"4 60 9 24 4 45 7 40 6 \n",
"5 0 0 0 0 0 0 0 0 \n",
"6 0 0 0 0 0 0 0 0 \n",
"7 72 13 18 s 12 2 0 0 \n",
"8 22 15 2 1 0 0 0 0 \n",
"9 7 21 2 6 22 65 0 0 \n",
"10 0 0 0 0 0 0 0 0 \n",
"11 11 4 5 2 25 10 13 5 \n",
"12 21 16 3 2 78 61 0 0 \n",
"13 1 13 0 0 4 50 0 0 \n",
"14 0 0 0 0 0 0 0 0 \n",
"15 10 4 2 1 3 1 0 0 \n",
"16 26 15 8 § 45 26 0 0 \n",
"17 30 20 2 1 1 1 0 0 \n",
"18 44 14 7 2 22 7 0 0 \n",
"19 61 17 9 3 11 3 1 0 \n",
"20 0 0 0 0 0 0 0 0 \n",
"21 0 0 0 0 0 0 0 0 \n",
"22 0 0 0 0 0 0 0 0 \n",
"23 0 0 0 0 0 0 0 0 \n",
"24 5 2 0 0 0 0 6 2 \n",
"25 5 4 2 1 109 79 0 0 \n",
"26 29 10 33 11 185 63 3 1 \n",
"27 0 0 0 0 0 0 0 0 \n",
"28 163 14 79 7 462 40 35 3 \n",
"29 169 29 67 11 70 12 0 0 \n",
"30 0 0 0 0 0 0 0 0 \n",
"31 151 18 48 6 91 11 0 0 \n",
"32 5 28 0 0 0 0 0 0 \n",
"33 76 28 1 0 0 0 0 0 \n",
"34 968 14 312 5 1185 17 98 1 \n",
"35 \n",
"36 0 0 0 0 0 0 1 3 \n",
"37 1 100 0 0 0 0 0 0 \n",
"38 0 0 0 0 0 0 0 0 \n",
"39 0 0 1 50 0 0 0 0 \n",
"40 3 33 0 0 0 0 0 0 \n",
"41 0 0 0 0 1 25 1 25 \n",
"42 4 8 1 2 1 2 2 4 \n",
"43 972 14 313 5 1186 17 100 1 \n",
"44 \n",
"45 \n",
"46 \n",
"47 \n",
"48 \n",
"49 \n",
"50 \n",
"51 "
]
},
"execution_count": 69,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tables[0].df"
]
},
{
"cell_type": "markdown",
"id": "a36d7956-a318-43a7-8dcd-55a2a0dcbadb",
"metadata": {},
"source": [
"> Originally I didn't do `split_text=True`, which takes chunks of text that the PDF thinks are one segment and splits them into multiople segments. But then I added it, and it worked great, so I don't need to do the below!"
]
},
{
"cell_type": "code",
"execution_count": 71,
"id": "543aacf6-3109-4b4a-8f14-9bb9983a32ba",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
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"\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>rank</th>\n",
" <th>state</th>\n",
" <th>total_no</th>\n",
" <th>safe_nos</th>\n",
" <th>safe_pct</th>\n",
" <th>semi_critical_nos</th>\n",
" <th>semi_critical_pct</th>\n",
" <th>critical_nos</th>\n",
" <th>critical_pct</th>\n",
" <th>over_exploited_nos</th>\n",
" <th>over_exploted_pct</th>\n",
" <th>saline_nos</th>\n",
" <th>saline_pct</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>1</td>\n",
" <td>|Andhra Pradesh</td>\n",
" <td>670</td>\n",
" <td>501</td>\n",
" <td>75</td>\n",
" <td>60</td>\n",
" <td>9</td>\n",
" <td>24</td>\n",
" <td>4</td>\n",
" <td>45</td>\n",
" <td>7</td>\n",
" <td>40</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>2</td>\n",
" <td>|Arunachal Pradesh</td>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>3</td>\n",
" <td>|Assam</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>4</td>\n",
" <td>|Bihar</td>\n",
" <td>534</td>\n",
" <td>432</td>\n",
" <td>81</td>\n",
" <td>72</td>\n",
" <td>13</td>\n",
" <td>18</td>\n",
" <td>s</td>\n",
" <td>12</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>5</td>\n",
" <td>|Chattisgarh</td>\n",
" <td>146</td>\n",
" <td>122</td>\n",
" <td>84</td>\n",
" <td>22</td>\n",
" <td>15</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>6</td>\n",
" <td>|Dethi</td>\n",
" <td>34</td>\n",
" <td>3</td>\n",
" <td>9</td>\n",
" <td>7</td>\n",
" <td>21</td>\n",
" <td>2</td>\n",
" <td>6</td>\n",
" <td>22</td>\n",
" <td>65</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>7</td>\n",
" <td>|Goa</td>\n",
" <td>12</td>\n",
" <td>12</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>8</td>\n",
" <td>|Gujarat</td>\n",
" <td>248</td>\n",
" <td>194</td>\n",
" <td>78</td>\n",
" <td>11</td>\n",
" <td>4</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>25</td>\n",
" <td>10</td>\n",
" <td>13</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>9</td>\n",
" <td>|Haryana</td>\n",
" <td>128</td>\n",
" <td>26</td>\n",
" <td>20</td>\n",
" <td>21</td>\n",
" <td>16</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>78</td>\n",
" <td>61</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>10</td>\n",
" <td>|Himachal Pradesh</td>\n",
" <td>8</td>\n",
" <td>3</td>\n",
" <td>38</td>\n",
" <td>1</td>\n",
" <td>13</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>4</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>11.</td>\n",
" <td>|Jammu &amp; Kashmir</td>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>12</td>\n",
" <td>|Jharkhand</td>\n",
" <td>260</td>\n",
" <td>245</td>\n",
" <td>94</td>\n",
" <td>10</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>13</td>\n",
" <td>|Karnataka</td>\n",
" <td>176</td>\n",
" <td>97</td>\n",
" <td>55</td>\n",
" <td>26</td>\n",
" <td>15</td>\n",
" <td>8</td>\n",
" <td>§</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>14</td>\n",
" <td>+|Kerala</td>\n",
" <td>152</td>\n",
" <td>119</td>\n",
" <td>78</td>\n",
" <td>30</td>\n",
" <td>20</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>15</td>\n",
" <td>|Madhya Pradesh</td>\n",
" <td>313</td>\n",
" <td>240</td>\n",
" <td>77</td>\n",
" <td>44</td>\n",
" <td>14</td>\n",
" <td>7</td>\n",
" <td>2</td>\n",
" <td>22</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>16</td>\n",
" <td>|Maharashtra</td>\n",
" <td>353</td>\n",
" <td>271</td>\n",
" <td>77</td>\n",
" <td>61</td>\n",
" <td>17</td>\n",
" <td>9</td>\n",
" <td>3</td>\n",
" <td>11</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>17</td>\n",
" <td>|Manipur</td>\n",
" <td>9</td>\n",
" <td>9</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>18</td>\n",
" <td>|Meghalaya</td>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>19</td>\n",
" <td>|Mizoram</td>\n",
" <td>26</td>\n",
" <td>26</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>20</td>\n",
" <td>|Nagaland</td>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>21</td>\n",
" <td>|Odisha</td>\n",
" <td>314</td>\n",
" <td>303</td>\n",
" <td>96</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>6</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>22</td>\n",
" <td>|Punjab</td>\n",
" <td>138</td>\n",
" <td>22</td>\n",
" <td>16</td>\n",
" <td>5</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>109</td>\n",
" <td>79</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>23</td>\n",
" <td>|Rajasthan</td>\n",
" <td>295</td>\n",
" <td>45</td>\n",
" <td>15</td>\n",
" <td>29</td>\n",
" <td>10</td>\n",
" <td>33</td>\n",
" <td>11</td>\n",
" <td>185</td>\n",
" <td>63</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>24</td>\n",
" <td>|Sikkim</td>\n",
" <td>4</td>\n",
" <td>4</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>25</td>\n",
" <td>|Tamil Nadu</td>\n",
" <td>1166</td>\n",
" <td>427</td>\n",
" <td>37</td>\n",
" <td>163</td>\n",
" <td>14</td>\n",
" <td>79</td>\n",
" <td>7</td>\n",
" <td>462</td>\n",
" <td>40</td>\n",
" <td>35</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>26</td>\n",
" <td>|Telangana</td>\n",
" <td>584</td>\n",
" <td>278</td>\n",
" <td>48</td>\n",
" <td>169</td>\n",
" <td>29</td>\n",
" <td>67</td>\n",
" <td>11</td>\n",
" <td>70</td>\n",
" <td>12</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>27</td>\n",
" <td>|Tripura</td>\n",
" <td>59</td>\n",
" <td>59</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>28</td>\n",
" <td>|Uttar Pradesh*</td>\n",
" <td>830</td>\n",
" <td>540</td>\n",
" <td>65</td>\n",
" <td>151</td>\n",
" <td>18</td>\n",
" <td>48</td>\n",
" <td>6</td>\n",
" <td>91</td>\n",
" <td>11</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>29</td>\n",
" <td>|Uttarakhand</td>\n",
" <td>18</td>\n",
" <td>13</td>\n",
" <td>72</td>\n",
" <td>5</td>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>30</td>\n",
" <td>|West Bengal “</td>\n",
" <td>268</td>\n",
" <td>191</td>\n",
" <td>71</td>\n",
" <td>76</td>\n",
" <td>28</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
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"</table>\n",
"</div>"
],
"text/plain": [
" rank state total_no safe_nos safe_pct semi_critical_nos \\\n",
"4 1 |Andhra Pradesh 670 501 75 60 \n",
"5 2 |Arunachal Pradesh 11 11 100 0 \n",
"6 3 |Assam 28 28 100 0 \n",
"7 4 |Bihar 534 432 81 72 \n",
"8 5 |Chattisgarh 146 122 84 22 \n",
"9 6 |Dethi 34 3 9 7 \n",
"10 7 |Goa 12 12 100 0 \n",
"11 8 |Gujarat 248 194 78 11 \n",
"12 9 |Haryana 128 26 20 21 \n",
"13 10 |Himachal Pradesh 8 3 38 1 \n",
"14 11. |Jammu & Kashmir 22 22 100 0 \n",
"15 12 |Jharkhand 260 245 94 10 \n",
"16 13 |Karnataka 176 97 55 26 \n",
"17 14 +|Kerala 152 119 78 30 \n",
"18 15 |Madhya Pradesh 313 240 77 44 \n",
"19 16 |Maharashtra 353 271 77 61 \n",
"20 17 |Manipur 9 9 100 0 \n",
"21 18 |Meghalaya 11 11 100 0 \n",
"22 19 |Mizoram 26 26 100 0 \n",
"23 20 |Nagaland 11 11 100 0 \n",
"24 21 |Odisha 314 303 96 5 \n",
"25 22 |Punjab 138 22 16 5 \n",
"26 23 |Rajasthan 295 45 15 29 \n",
"27 24 |Sikkim 4 4 100 0 \n",
"28 25 |Tamil Nadu 1166 427 37 163 \n",
"29 26 |Telangana 584 278 48 169 \n",
"30 27 |Tripura 59 59 100 0 \n",
"31 28 |Uttar Pradesh* 830 540 65 151 \n",
"32 29 |Uttarakhand 18 13 72 5 \n",
"33 30 |West Bengal “ 268 191 71 76 \n",
"\n",
" semi_critical_pct critical_nos critical_pct over_exploited_nos \\\n",
"4 9 24 4 45 \n",
"5 0 0 0 0 \n",
"6 0 0 0 0 \n",
"7 13 18 s 12 \n",
"8 15 2 1 0 \n",
"9 21 2 6 22 \n",
"10 0 0 0 0 \n",
"11 4 5 2 25 \n",
"12 16 3 2 78 \n",
"13 13 0 0 4 \n",
"14 0 0 0 0 \n",
"15 4 2 1 3 \n",
"16 15 8 § 45 \n",
"17 20 2 1 1 \n",
"18 14 7 2 22 \n",
"19 17 9 3 11 \n",
"20 0 0 0 0 \n",
"21 0 0 0 0 \n",
"22 0 0 0 0 \n",
"23 0 0 0 0 \n",
"24 2 0 0 0 \n",
"25 4 2 1 109 \n",
"26 10 33 11 185 \n",
"27 0 0 0 0 \n",
"28 14 79 7 462 \n",
"29 29 67 11 70 \n",
"30 0 0 0 0 \n",
"31 18 48 6 91 \n",
"32 28 0 0 0 \n",
"33 28 1 0 0 \n",
"\n",
" over_exploted_pct saline_nos saline_pct \n",
"4 7 40 6 \n",
"5 0 0 0 \n",
"6 0 0 0 \n",
"7 2 0 0 \n",
"8 0 0 0 \n",
"9 65 0 0 \n",
"10 0 0 0 \n",
"11 10 13 5 \n",
"12 61 0 0 \n",
"13 50 0 0 \n",
"14 0 0 0 \n",
"15 1 0 0 \n",
"16 26 0 0 \n",
"17 1 0 0 \n",
"18 7 0 0 \n",
"19 3 1 0 \n",
"20 0 0 0 \n",
"21 0 0 0 \n",
"22 0 0 0 \n",
"23 0 0 0 \n",
"24 0 6 2 \n",
"25 79 0 0 \n",
"26 63 3 1 \n",
"27 0 0 0 \n",
"28 40 35 3 \n",
"29 12 0 0 \n",
"30 0 0 0 \n",
"31 11 0 0 \n",
"32 0 0 0 \n",
"33 0 0 0 "
]
},
"execution_count": 71,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = tables[0].df\n",
"df = df.loc[4:33]\n",
"df.columns = [\n",
" 'rank', 'state', 'total_no',\n",
" 'safe_nos', 'safe_pct',\n",
" 'semi_critical_nos', 'semi_critical_pct', \n",
" 'critical_nos', 'critical_pct',\n",
" 'over_exploited_nos', 'over_exploted_pct',\n",
" 'saline_nos', 'saline_pct'\n",
"]\n",
"df"
]
},
{
"cell_type": "markdown",
"id": "f3227116-d499-4201-95a9-d990e76ad33f",
"metadata": {},
"source": [
"**But!** Check `critical_pct` for Bihar and Karnataka. What else are you missing????"
]
},
{
"cell_type": "markdown",
"id": "ccc03335-e517-4b71-ad9e-e3483424c5e5",
"metadata": {},
"source": [
"## Doing it semi-manually\n",
"\n",
"On the other hand, they're correctly in rows, so maybe we can just split them apart if we get the text out?"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "673898a6-48c8-4e9c-9ab7-a5253a1bd525",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dynamic Groundwater Resources Assessment of India — 2017\n",
"\n",
"S.No. States / Union Total No. of Safe Semi-Critical Critical Over-Exploited Saline\n",
"\n",
"Territories Assessed Nos. % Nos. % Nos. % Nos. % Nos. %\n",
"\n",
"CATEGORIZATION OF BLOCKS/ MANDALS/ TALUKAS IN INDIA (2017)\n",
"\n",
"States\n",
"\n",
"1 |Andhra Pradesh 670 501 75 60 9 24 4 45 7 40 6\n",
"\n",
"2 |Arunachal Pradesh 11 11 100 0 0 0 0 0 0 0 0\n",
"\n",
"3 |Assam 28 28 100 0 0 0 0 0 0 0 0\n",
"\n",
"4 |Bihar 534 432 81 72 13 18 s 12 2 0 0\n",
"\n",
"5 |Chattisgarh 146 122 84 22 15 2 1 0 0 0 0\n",
"\n",
"6 |Dethi 34 3 9 7 21 2 6 22 65 0 0\n",
"\n",
"7 |Goa 12 12 100 0 0 0 0 0 0 0 0\n",
"\n",
"8 |Gujarat 248 194 78 11 4 5 2 25 10 13 5\n",
"\n",
"9 |Haryana 128 26 20 21 16 3 2 78 61 0 0\n",
"\n",
"10 |Himachal Pradesh 8 3 38 1 13 0 0 4 50 0 0\n",
"\n",
"11. |Jammu & Kashmir 22 22 100 0 0 0 0 0 0 0 0\n",
"\n",
"12 |Jharkhand 260 245 94 10 4 2 1 3 1 0 0\n",
"\n",
"13 |Karnataka 176 97 55 26 15 8 § 45 26 0 0\n",
"\n",
"14 +|Kerala 152 119 78 30 20 2 1 1 1 0 0\n",
"\n",
"15 |Madhya Pradesh 313 240 77 44 14 7 2 22 7 0 0\n",
"\n",
"16 |Maharashtra 353 271 77 61 17 9 3 11 3 1 0\n",
"\n",
"17 |Manipur 9 9 100 0 0 0 0 0 0 0 0\n",
"\n",
"18 |Meghalaya 11 11 100 0 0 0 0 0 0 0 0\n",
"\n",
"19 |Mizoram 26 26 100 0 0 0 0 0 0 0 0\n",
"\n",
"20 |Nagaland 11 11 100 0 0 0 0 0 0 0 0\n",
"\n",
"21 |Odisha 314 303 96 5 2 0 0 0 0 6 2\n",
"\n",
"22 |Punjab 138 22 16 5 4 2 1 109 79 0 0\n",
"\n",
"23 |Rajasthan 295 45 15 29 10 33 11 185 63 3 1\n",
"\n",
"24 |Sikkim 4 4 100 0 0 0 0 0 0 0 0\n",
"\n",
"25 |Tamil Nadu 1166 427 37 163 14 79 7 462 40 35 3\n",
"\n",
"26 |Telangana 584 278 48 169 29 67 11 70 12 0 0\n",
"\n",
"27 |Tripura 59 59 100 0 0 0 0 0 0 0 0\n",
"\n",
"28 |Uttar Pradesh* 830 540 65 151 18 48 6 91 11 0 0\n",
"\n",
"29 |Uttarakhand 18 13 72 5 28 0 0 0 0 0 0\n",
"\n",
"30 |West Bengal “ 268 191 71 76 28 1 0 0 0 0 0\n",
"\n",
"Total States 6828 4265 62 968 14 312 5 1185 17 98 1\n",
"\n",
"Union Territories\n",
"\n",
"1 |Andaman & Nicobar 36 35 97 0 0 0 0 0 0 1 3\n",
"\n",
"2 |Chandigarh 1 0 0 1 100 0 0 0 0 0 0\n",
"\n",
"3 |Dadra & Nagar Have} 1 1 100 0 0 0 0 0 0 0 0\n",
"\n",
"4 |Daman & Diu 2 1 50 0 0 1 50 0 0 0 0\n",
"\n",
"5 |Lakshdweep 9 6 67 3 33 0 0 0 0 0 0\n",
"\n",
"6 |Puducherry 4 2 50 0 0 0 0 1 25 1 25\n",
"\n",
"Total UTs 53 45 85 4 8 1 2 1 2 2 4\n",
"\n",
"Grand Total 6881 4310 63 972 14 313 5 1186 17 100 1\n",
"\n",
"|Note\n",
"|Blocks- Bihar, Chattisgarh, Haryana, Jharkhand, Kerala, M.P., Manipur, Mizoram, Orissa, Punjab, Rajasthan, Tripura, Uttar Pradesh,\n",
"|Taluks -Karnataka, Goa, Gujarat, Maharashtra\n",
"Mandals - Andhra Pradesh, Telangana a So a\n",
"Districts/V alley- Arunachal Pradesh, Assam, Himachal Pradesh, Jammu & Kashmir, Meghalaya, Mizoram, Nagaland\n",
"lIslands - Lakshdweep, Andaman & Nicobar Islands\n",
"\n",
"Firka-Tamil Nadu\n",
"\n",
"Region - Puduche\n",
"|UT - Chandigarh, Dadar & Nagar Haveli, Daman & Diu\n",
"Tehsil-NCT Delhi\n",
"\n",
"“Uttar Pradesh: There are total 820 block and 10 Cities\n",
"**The Ground Water resources assessment as on 2013 has been considered for the state of West Bengal\n",
"\n",
"113\n",
"\n",
"\f",
"\n"
]
}
],
"source": [
"from pdfminer.high_level import extract_text\n",
"\n",
"text = extract_text(\"OCRhelp_GW-ocr.pdf\")\n",
"print(text)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "56f549f1-7dbe-40b6-8706-c99694196cb3",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['1 |Andhra Pradesh 670 501 75 60 9 24 4 45 7 40 6',\n",
" '',\n",
" '2 |Arunachal Pradesh 11 11 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '3 |Assam 28 28 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '4 |Bihar 534 432 81 72 13 18 s 12 2 0 0',\n",
" '',\n",
" '5 |Chattisgarh 146 122 84 22 15 2 1 0 0 0 0',\n",
" '',\n",
" '6 |Dethi 34 3 9 7 21 2 6 22 65 0 0',\n",
" '',\n",
" '7 |Goa 12 12 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '8 |Gujarat 248 194 78 11 4 5 2 25 10 13 5',\n",
" '',\n",
" '9 |Haryana 128 26 20 21 16 3 2 78 61 0 0',\n",
" '',\n",
" '10 |Himachal Pradesh 8 3 38 1 13 0 0 4 50 0 0',\n",
" '',\n",
" '11. |Jammu & Kashmir 22 22 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '12 |Jharkhand 260 245 94 10 4 2 1 3 1 0 0',\n",
" '',\n",
" '13 |Karnataka 176 97 55 26 15 8 § 45 26 0 0',\n",
" '',\n",
" '14 +|Kerala 152 119 78 30 20 2 1 1 1 0 0',\n",
" '',\n",
" '15 |Madhya Pradesh 313 240 77 44 14 7 2 22 7 0 0',\n",
" '',\n",
" '16 |Maharashtra 353 271 77 61 17 9 3 11 3 1 0',\n",
" '',\n",
" '17 |Manipur 9 9 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '18 |Meghalaya 11 11 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '19 |Mizoram 26 26 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '20 |Nagaland 11 11 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '21 |Odisha 314 303 96 5 2 0 0 0 0 6 2',\n",
" '',\n",
" '22 |Punjab 138 22 16 5 4 2 1 109 79 0 0',\n",
" '',\n",
" '23 |Rajasthan 295 45 15 29 10 33 11 185 63 3 1',\n",
" '',\n",
" '24 |Sikkim 4 4 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '25 |Tamil Nadu 1166 427 37 163 14 79 7 462 40 35 3',\n",
" '',\n",
" '26 |Telangana 584 278 48 169 29 67 11 70 12 0 0',\n",
" '',\n",
" '27 |Tripura 59 59 100 0 0 0 0 0 0 0 0',\n",
" '',\n",
" '28 |Uttar Pradesh* 830 540 65 151 18 48 6 91 11 0 0',\n",
" '',\n",
" '29 |Uttarakhand 18 13 72 5 28 0 0 0 0 0 0',\n",
" '',\n",
" '30 |West Bengal “ 268 191 71 76 28 1 0 0 0 0 0']"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Let's just take the rows we want\n",
"rows = text.split(\"\\n\")[10:69]\n",
"rows"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "9231e7b5-5e91-44e7-a0ff-04e6e49112b2",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['1 |Andhra Pradesh 670 501 75 60 9 24 4 45 7 40 6',\n",
" '2 |Arunachal Pradesh 11 11 100 0 0 0 0 0 0 0 0',\n",
" '3 |Assam 28 28 100 0 0 0 0 0 0 0 0',\n",
" '4 |Bihar 534 432 81 72 13 18 s 12 2 0 0',\n",
" '5 |Chattisgarh 146 122 84 22 15 2 1 0 0 0 0',\n",
" '6 |Dethi 34 3 9 7 21 2 6 22 65 0 0',\n",
" '7 |Goa 12 12 100 0 0 0 0 0 0 0 0',\n",
" '8 |Gujarat 248 194 78 11 4 5 2 25 10 13 5',\n",
" '9 |Haryana 128 26 20 21 16 3 2 78 61 0 0',\n",
" '10 |Himachal Pradesh 8 3 38 1 13 0 0 4 50 0 0',\n",
" '11. |Jammu & Kashmir 22 22 100 0 0 0 0 0 0 0 0',\n",
" '12 |Jharkhand 260 245 94 10 4 2 1 3 1 0 0',\n",
" '13 |Karnataka 176 97 55 26 15 8 § 45 26 0 0',\n",
" '14 +|Kerala 152 119 78 30 20 2 1 1 1 0 0',\n",
" '15 |Madhya Pradesh 313 240 77 44 14 7 2 22 7 0 0',\n",
" '16 |Maharashtra 353 271 77 61 17 9 3 11 3 1 0',\n",
" '17 |Manipur 9 9 100 0 0 0 0 0 0 0 0',\n",
" '18 |Meghalaya 11 11 100 0 0 0 0 0 0 0 0',\n",
" '19 |Mizoram 26 26 100 0 0 0 0 0 0 0 0',\n",
" '20 |Nagaland 11 11 100 0 0 0 0 0 0 0 0',\n",
" '21 |Odisha 314 303 96 5 2 0 0 0 0 6 2',\n",
" '22 |Punjab 138 22 16 5 4 2 1 109 79 0 0',\n",
" '23 |Rajasthan 295 45 15 29 10 33 11 185 63 3 1',\n",
" '24 |Sikkim 4 4 100 0 0 0 0 0 0 0 0',\n",
" '25 |Tamil Nadu 1166 427 37 163 14 79 7 462 40 35 3',\n",
" '26 |Telangana 584 278 48 169 29 67 11 70 12 0 0',\n",
" '27 |Tripura 59 59 100 0 0 0 0 0 0 0 0',\n",
" '28 |Uttar Pradesh* 830 540 65 151 18 48 6 91 11 0 0',\n",
" '29 |Uttarakhand 18 13 72 5 28 0 0 0 0 0 0',\n",
" '30 |West Bengal “ 268 191 71 76 28 1 0 0 0 0 0']"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Remove empty rows\n",
"rows = [row for row in rows if row != \"\"]\n",
"rows"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "fae48082-9d1f-4e68-ace9-546d0e23bafb",
"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>details</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1 |Andhra Pradesh 670 501 75 60 9 24 4 45 7 40 6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2 |Arunachal Pradesh 11 11 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3 |Assam 28 28 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4 |Bihar 534 432 81 72 13 18 s 12 2 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5 |Chattisgarh 146 122 84 22 15 2 1 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>6 |Dethi 34 3 9 7 21 2 6 22 65 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>7 |Goa 12 12 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>8 |Gujarat 248 194 78 11 4 5 2 25 10 13 5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>9 |Haryana 128 26 20 21 16 3 2 78 61 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>10 |Himachal Pradesh 8 3 38 1 13 0 0 4 50 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>11. |Jammu &amp; Kashmir 22 22 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>12 |Jharkhand 260 245 94 10 4 2 1 3 1 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>13 |Karnataka 176 97 55 26 15 8 § 45 26 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>14 +|Kerala 152 119 78 30 20 2 1 1 1 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>15 |Madhya Pradesh 313 240 77 44 14 7 2 22 7 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>16 |Maharashtra 353 271 77 61 17 9 3 11 3 1 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>17 |Manipur 9 9 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>18 |Meghalaya 11 11 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>19 |Mizoram 26 26 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>20 |Nagaland 11 11 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>21 |Odisha 314 303 96 5 2 0 0 0 0 6 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>22 |Punjab 138 22 16 5 4 2 1 109 79 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>23 |Rajasthan 295 45 15 29 10 33 11 185 63 3 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>24 |Sikkim 4 4 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>25 |Tamil Nadu 1166 427 37 163 14 79 7 462 40 ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>26 |Telangana 584 278 48 169 29 67 11 70 12 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>27 |Tripura 59 59 100 0 0 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>28 |Uttar Pradesh* 830 540 65 151 18 48 6 91 1...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>29 |Uttarakhand 18 13 72 5 28 0 0 0 0 0 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>30 |West Bengal “ 268 191 71 76 28 1 0 0 0 0 0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" details\n",
"0 1 |Andhra Pradesh 670 501 75 60 9 24 4 45 7 40 6\n",
"1 2 |Arunachal Pradesh 11 11 100 0 0 0 0 0 0 0 0\n",
"2 3 |Assam 28 28 100 0 0 0 0 0 0 0 0\n",
"3 4 |Bihar 534 432 81 72 13 18 s 12 2 0 0\n",
"4 5 |Chattisgarh 146 122 84 22 15 2 1 0 0 0 0\n",
"5 6 |Dethi 34 3 9 7 21 2 6 22 65 0 0\n",
"6 7 |Goa 12 12 100 0 0 0 0 0 0 0 0\n",
"7 8 |Gujarat 248 194 78 11 4 5 2 25 10 13 5\n",
"8 9 |Haryana 128 26 20 21 16 3 2 78 61 0 0\n",
"9 10 |Himachal Pradesh 8 3 38 1 13 0 0 4 50 0 0\n",
"10 11. |Jammu & Kashmir 22 22 100 0 0 0 0 0 0 0 0\n",
"11 12 |Jharkhand 260 245 94 10 4 2 1 3 1 0 0\n",
"12 13 |Karnataka 176 97 55 26 15 8 § 45 26 0 0\n",
"13 14 +|Kerala 152 119 78 30 20 2 1 1 1 0 0\n",
"14 15 |Madhya Pradesh 313 240 77 44 14 7 2 22 7 0 0\n",
"15 16 |Maharashtra 353 271 77 61 17 9 3 11 3 1 0\n",
"16 17 |Manipur 9 9 100 0 0 0 0 0 0 0 0\n",
"17 18 |Meghalaya 11 11 100 0 0 0 0 0 0 0 0\n",
"18 19 |Mizoram 26 26 100 0 0 0 0 0 0 0 0\n",
"19 20 |Nagaland 11 11 100 0 0 0 0 0 0 0 0\n",
"20 21 |Odisha 314 303 96 5 2 0 0 0 0 6 2\n",
"21 22 |Punjab 138 22 16 5 4 2 1 109 79 0 0\n",
"22 23 |Rajasthan 295 45 15 29 10 33 11 185 63 3 1\n",
"23 24 |Sikkim 4 4 100 0 0 0 0 0 0 0 0\n",
"24 25 |Tamil Nadu 1166 427 37 163 14 79 7 462 40 ...\n",
"25 26 |Telangana 584 278 48 169 29 67 11 70 12 0 0\n",
"26 27 |Tripura 59 59 100 0 0 0 0 0 0 0 0\n",
"27 28 |Uttar Pradesh* 830 540 65 151 18 48 6 91 1...\n",
"28 29 |Uttarakhand 18 13 72 5 28 0 0 0 0 0 0\n",
"29 30 |West Bengal “ 268 191 71 76 28 1 0 0 0 0 0"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"\n",
"df = pd.DataFrame({\n",
" 'details': rows\n",
"})\n",
"df"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "6e1da2d4-2367-4206-91fb-ba430006b0cd",
"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>details</th>\n",
" <th>state</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1 |Andhra Pradesh 670 501 75 60 9 24 4 45 7 40 6</td>\n",
" <td>Andhra Pradesh</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2 |Arunachal Pradesh 11 11 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Arunachal Pradesh</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3 |Assam 28 28 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Assam</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4 |Bihar 534 432 81 72 13 18 s 12 2 0 0</td>\n",
" <td>Bihar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5 |Chattisgarh 146 122 84 22 15 2 1 0 0 0 0</td>\n",
" <td>Chattisgarh</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>6 |Dethi 34 3 9 7 21 2 6 22 65 0 0</td>\n",
" <td>Dethi</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>7 |Goa 12 12 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Goa</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>8 |Gujarat 248 194 78 11 4 5 2 25 10 13 5</td>\n",
" <td>Gujarat</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>9 |Haryana 128 26 20 21 16 3 2 78 61 0 0</td>\n",
" <td>Haryana</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>10 |Himachal Pradesh 8 3 38 1 13 0 0 4 50 0 0</td>\n",
" <td>Himachal Pradesh</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>11. |Jammu &amp; Kashmir 22 22 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Jammu &amp; Kashmir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>12 |Jharkhand 260 245 94 10 4 2 1 3 1 0 0</td>\n",
" <td>Jharkhand</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>13 |Karnataka 176 97 55 26 15 8 § 45 26 0 0</td>\n",
" <td>Karnataka</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>14 +|Kerala 152 119 78 30 20 2 1 1 1 0 0</td>\n",
" <td>Kerala</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>15 |Madhya Pradesh 313 240 77 44 14 7 2 22 7 0 0</td>\n",
" <td>Madhya Pradesh</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>16 |Maharashtra 353 271 77 61 17 9 3 11 3 1 0</td>\n",
" <td>Maharashtra</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>17 |Manipur 9 9 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Manipur</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>18 |Meghalaya 11 11 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Meghalaya</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>19 |Mizoram 26 26 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Mizoram</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>20 |Nagaland 11 11 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Nagaland</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>21 |Odisha 314 303 96 5 2 0 0 0 0 6 2</td>\n",
" <td>Odisha</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>22 |Punjab 138 22 16 5 4 2 1 109 79 0 0</td>\n",
" <td>Punjab</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>23 |Rajasthan 295 45 15 29 10 33 11 185 63 3 1</td>\n",
" <td>Rajasthan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>24 |Sikkim 4 4 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Sikkim</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>25 |Tamil Nadu 1166 427 37 163 14 79 7 462 40 ...</td>\n",
" <td>Tamil Nadu</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>26 |Telangana 584 278 48 169 29 67 11 70 12 0 0</td>\n",
" <td>Telangana</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>27 |Tripura 59 59 100 0 0 0 0 0 0 0 0</td>\n",
" <td>Tripura</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>28 |Uttar Pradesh* 830 540 65 151 18 48 6 91 1...</td>\n",
" <td>Uttar Pradesh*</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>29 |Uttarakhand 18 13 72 5 28 0 0 0 0 0 0</td>\n",
" <td>Uttarakhand</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>30 |West Bengal “ 268 191 71 76 28 1 0 0 0 0 0</td>\n",
" <td>West Bengal “</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" details state\n",
"0 1 |Andhra Pradesh 670 501 75 60 9 24 4 45 7 40 6 Andhra Pradesh \n",
"1 2 |Arunachal Pradesh 11 11 100 0 0 0 0 0 0 0 0 Arunachal Pradesh \n",
"2 3 |Assam 28 28 100 0 0 0 0 0 0 0 0 Assam \n",
"3 4 |Bihar 534 432 81 72 13 18 s 12 2 0 0 Bihar \n",
"4 5 |Chattisgarh 146 122 84 22 15 2 1 0 0 0 0 Chattisgarh \n",
"5 6 |Dethi 34 3 9 7 21 2 6 22 65 0 0 Dethi \n",
"6 7 |Goa 12 12 100 0 0 0 0 0 0 0 0 Goa \n",
"7 8 |Gujarat 248 194 78 11 4 5 2 25 10 13 5 Gujarat \n",
"8 9 |Haryana 128 26 20 21 16 3 2 78 61 0 0 Haryana \n",
"9 10 |Himachal Pradesh 8 3 38 1 13 0 0 4 50 0 0 Himachal Pradesh \n",
"10 11. |Jammu & Kashmir 22 22 100 0 0 0 0 0 0 0 0 Jammu & Kashmir \n",
"11 12 |Jharkhand 260 245 94 10 4 2 1 3 1 0 0 Jharkhand \n",
"12 13 |Karnataka 176 97 55 26 15 8 § 45 26 0 0 Karnataka \n",
"13 14 +|Kerala 152 119 78 30 20 2 1 1 1 0 0 Kerala \n",
"14 15 |Madhya Pradesh 313 240 77 44 14 7 2 22 7 0 0 Madhya Pradesh \n",
"15 16 |Maharashtra 353 271 77 61 17 9 3 11 3 1 0 Maharashtra \n",
"16 17 |Manipur 9 9 100 0 0 0 0 0 0 0 0 Manipur \n",
"17 18 |Meghalaya 11 11 100 0 0 0 0 0 0 0 0 Meghalaya \n",
"18 19 |Mizoram 26 26 100 0 0 0 0 0 0 0 0 Mizoram \n",
"19 20 |Nagaland 11 11 100 0 0 0 0 0 0 0 0 Nagaland \n",
"20 21 |Odisha 314 303 96 5 2 0 0 0 0 6 2 Odisha \n",
"21 22 |Punjab 138 22 16 5 4 2 1 109 79 0 0 Punjab \n",
"22 23 |Rajasthan 295 45 15 29 10 33 11 185 63 3 1 Rajasthan \n",
"23 24 |Sikkim 4 4 100 0 0 0 0 0 0 0 0 Sikkim \n",
"24 25 |Tamil Nadu 1166 427 37 163 14 79 7 462 40 ... Tamil Nadu \n",
"25 26 |Telangana 584 278 48 169 29 67 11 70 12 0 0 Telangana \n",
"26 27 |Tripura 59 59 100 0 0 0 0 0 0 0 0 Tripura \n",
"27 28 |Uttar Pradesh* 830 540 65 151 18 48 6 91 1... Uttar Pradesh* \n",
"28 29 |Uttarakhand 18 13 72 5 28 0 0 0 0 0 0 Uttarakhand \n",
"29 30 |West Bengal “ 268 191 71 76 28 1 0 0 0 0 0 West Bengal “ "
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# \"Find me something that starts with | and ends with a number, but make it as short as possible\"\n",
"df['state'] = df.details.str.extract(\"\\|(.*?)\\d\")\n",
"df"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "40c1c9b1-e06a-46f9-964d-83039b58b54b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
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" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>0</th>\n",
" <th>1</th>\n",
" <th>2</th>\n",
" <th>3</th>\n",
" <th>4</th>\n",
" <th>5</th>\n",
" <th>6</th>\n",
" <th>7</th>\n",
" <th>8</th>\n",
" <th>9</th>\n",
" <th>10</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>670</td>\n",
" <td>501</td>\n",
" <td>75</td>\n",
" <td>60</td>\n",
" <td>9</td>\n",
" <td>24</td>\n",
" <td>4</td>\n",
" <td>45</td>\n",
" <td>7</td>\n",
" <td>40</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>28</td>\n",
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" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>534</td>\n",
" <td>432</td>\n",
" <td>81</td>\n",
" <td>72</td>\n",
" <td>13</td>\n",
" <td>18</td>\n",
" <td>s</td>\n",
" <td>12</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>146</td>\n",
" <td>122</td>\n",
" <td>84</td>\n",
" <td>22</td>\n",
" <td>15</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>34</td>\n",
" <td>3</td>\n",
" <td>9</td>\n",
" <td>7</td>\n",
" <td>21</td>\n",
" <td>2</td>\n",
" <td>6</td>\n",
" <td>22</td>\n",
" <td>65</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>12</td>\n",
" <td>12</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>248</td>\n",
" <td>194</td>\n",
" <td>78</td>\n",
" <td>11</td>\n",
" <td>4</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>25</td>\n",
" <td>10</td>\n",
" <td>13</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>128</td>\n",
" <td>26</td>\n",
" <td>20</td>\n",
" <td>21</td>\n",
" <td>16</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>78</td>\n",
" <td>61</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>8</td>\n",
" <td>3</td>\n",
" <td>38</td>\n",
" <td>1</td>\n",
" <td>13</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>4</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>260</td>\n",
" <td>245</td>\n",
" <td>94</td>\n",
" <td>10</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>176</td>\n",
" <td>97</td>\n",
" <td>55</td>\n",
" <td>26</td>\n",
" <td>15</td>\n",
" <td>8</td>\n",
" <td>§</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>152</td>\n",
" <td>119</td>\n",
" <td>78</td>\n",
" <td>30</td>\n",
" <td>20</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>313</td>\n",
" <td>240</td>\n",
" <td>77</td>\n",
" <td>44</td>\n",
" <td>14</td>\n",
" <td>7</td>\n",
" <td>2</td>\n",
" <td>22</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>353</td>\n",
" <td>271</td>\n",
" <td>77</td>\n",
" <td>61</td>\n",
" <td>17</td>\n",
" <td>9</td>\n",
" <td>3</td>\n",
" <td>11</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>9</td>\n",
" <td>9</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>26</td>\n",
" <td>26</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>314</td>\n",
" <td>303</td>\n",
" <td>96</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
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" <td>0</td>\n",
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" <td>0</td>\n",
" <td>6</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>138</td>\n",
" <td>22</td>\n",
" <td>16</td>\n",
" <td>5</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>109</td>\n",
" <td>79</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>295</td>\n",
" <td>45</td>\n",
" <td>15</td>\n",
" <td>29</td>\n",
" <td>10</td>\n",
" <td>33</td>\n",
" <td>11</td>\n",
" <td>185</td>\n",
" <td>63</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>4</td>\n",
" <td>4</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>1166</td>\n",
" <td>427</td>\n",
" <td>37</td>\n",
" <td>163</td>\n",
" <td>14</td>\n",
" <td>79</td>\n",
" <td>7</td>\n",
" <td>462</td>\n",
" <td>40</td>\n",
" <td>35</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>584</td>\n",
" <td>278</td>\n",
" <td>48</td>\n",
" <td>169</td>\n",
" <td>29</td>\n",
" <td>67</td>\n",
" <td>11</td>\n",
" <td>70</td>\n",
" <td>12</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>59</td>\n",
" <td>59</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>830</td>\n",
" <td>540</td>\n",
" <td>65</td>\n",
" <td>151</td>\n",
" <td>18</td>\n",
" <td>48</td>\n",
" <td>6</td>\n",
" <td>91</td>\n",
" <td>11</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>18</td>\n",
" <td>13</td>\n",
" <td>72</td>\n",
" <td>5</td>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>268</td>\n",
" <td>191</td>\n",
" <td>71</td>\n",
" <td>76</td>\n",
" <td>28</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 0 1 2 3 4 5 6 7 8 9 10\n",
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"7 248 194 78 11 4 5 2 25 10 13 5\n",
"8 128 26 20 21 16 3 2 78 61 0 0\n",
"9 8 3 38 1 13 0 0 4 50 0 0\n",
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"15 353 271 77 61 17 9 3 11 3 1 0\n",
"16 9 9 100 0 0 0 0 0 0 0 0\n",
"17 11 11 100 0 0 0 0 0 0 0 0\n",
"18 26 26 100 0 0 0 0 0 0 0 0\n",
"19 11 11 100 0 0 0 0 0 0 0 0\n",
"20 314 303 96 5 2 0 0 0 0 6 2\n",
"21 138 22 16 5 4 2 1 109 79 0 0\n",
"22 295 45 15 29 10 33 11 185 63 3 1\n",
"23 4 4 100 0 0 0 0 0 0 0 0\n",
"24 1166 427 37 163 14 79 7 462 40 35 3\n",
"25 584 278 48 169 29 67 11 70 12 0 0\n",
"26 59 59 100 0 0 0 0 0 0 0 0\n",
"27 830 540 65 151 18 48 6 91 11 0 0\n",
"28 18 13 72 5 28 0 0 0 0 0 0\n",
"29 268 191 71 76 28 1 0 0 0 0 0"
]
},
"execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# You could do this to join, but it looks a little complicated??\n",
"pd.DataFrame(df.details.str.split(\" \").str[-11:].tolist())"
]
},
{
"cell_type": "code",
"execution_count": 54,
"id": "f2b85a1a-b01d-4d71-9e77-7e54d669de15",
"metadata": {},
"outputs": [
{
"data": {
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" <tr>\n",
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" <td>|Arunachal Pradesh</td>\n",
" <td>11</td>\n",
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" <tr>\n",
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" <td>|Bihar</td>\n",
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" <td>432</td>\n",
" <td>81</td>\n",
" <td>72</td>\n",
" <td>13</td>\n",
" <td>18</td>\n",
" <td>s</td>\n",
" <td>12</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>|Chattisgarh</td>\n",
" <td>146</td>\n",
" <td>122</td>\n",
" <td>84</td>\n",
" <td>22</td>\n",
" <td>15</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>|Dethi</td>\n",
" <td>34</td>\n",
" <td>3</td>\n",
" <td>9</td>\n",
" <td>7</td>\n",
" <td>21</td>\n",
" <td>2</td>\n",
" <td>6</td>\n",
" <td>22</td>\n",
" <td>65</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>|Goa</td>\n",
" <td>12</td>\n",
" <td>12</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>|Gujarat</td>\n",
" <td>248</td>\n",
" <td>194</td>\n",
" <td>78</td>\n",
" <td>11</td>\n",
" <td>4</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>25</td>\n",
" <td>10</td>\n",
" <td>13</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>|Haryana</td>\n",
" <td>128</td>\n",
" <td>26</td>\n",
" <td>20</td>\n",
" <td>21</td>\n",
" <td>16</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>78</td>\n",
" <td>61</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>|Himachal Pradesh</td>\n",
" <td>8</td>\n",
" <td>3</td>\n",
" <td>38</td>\n",
" <td>1</td>\n",
" <td>13</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>4</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>|Jammu &amp; Kashmir</td>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>|Jharkhand</td>\n",
" <td>260</td>\n",
" <td>245</td>\n",
" <td>94</td>\n",
" <td>10</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>|Karnataka</td>\n",
" <td>176</td>\n",
" <td>97</td>\n",
" <td>55</td>\n",
" <td>26</td>\n",
" <td>15</td>\n",
" <td>8</td>\n",
" <td>§</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>+|Kerala</td>\n",
" <td>152</td>\n",
" <td>119</td>\n",
" <td>78</td>\n",
" <td>30</td>\n",
" <td>20</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>|Madhya Pradesh</td>\n",
" <td>313</td>\n",
" <td>240</td>\n",
" <td>77</td>\n",
" <td>44</td>\n",
" <td>14</td>\n",
" <td>7</td>\n",
" <td>2</td>\n",
" <td>22</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>|Maharashtra</td>\n",
" <td>353</td>\n",
" <td>271</td>\n",
" <td>77</td>\n",
" <td>61</td>\n",
" <td>17</td>\n",
" <td>9</td>\n",
" <td>3</td>\n",
" <td>11</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>|Manipur</td>\n",
" <td>9</td>\n",
" <td>9</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>|Meghalaya</td>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>|Mizoram</td>\n",
" <td>26</td>\n",
" <td>26</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>|Nagaland</td>\n",
" <td>11</td>\n",
" <td>11</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>|Odisha</td>\n",
" <td>314</td>\n",
" <td>303</td>\n",
" <td>96</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>6</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>|Punjab</td>\n",
" <td>138</td>\n",
" <td>22</td>\n",
" <td>16</td>\n",
" <td>5</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>109</td>\n",
" <td>79</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>|Rajasthan</td>\n",
" <td>295</td>\n",
" <td>45</td>\n",
" <td>15</td>\n",
" <td>29</td>\n",
" <td>10</td>\n",
" <td>33</td>\n",
" <td>11</td>\n",
" <td>185</td>\n",
" <td>63</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>|Sikkim</td>\n",
" <td>4</td>\n",
" <td>4</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>|Tamil Nadu</td>\n",
" <td>1166</td>\n",
" <td>427</td>\n",
" <td>37</td>\n",
" <td>163</td>\n",
" <td>14</td>\n",
" <td>79</td>\n",
" <td>7</td>\n",
" <td>462</td>\n",
" <td>40</td>\n",
" <td>35</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>|Telangana</td>\n",
" <td>584</td>\n",
" <td>278</td>\n",
" <td>48</td>\n",
" <td>169</td>\n",
" <td>29</td>\n",
" <td>67</td>\n",
" <td>11</td>\n",
" <td>70</td>\n",
" <td>12</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>|Tripura</td>\n",
" <td>59</td>\n",
" <td>59</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>|Uttar Pradesh*</td>\n",
" <td>830</td>\n",
" <td>540</td>\n",
" <td>65</td>\n",
" <td>151</td>\n",
" <td>18</td>\n",
" <td>48</td>\n",
" <td>6</td>\n",
" <td>91</td>\n",
" <td>11</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>|Uttarakhand</td>\n",
" <td>18</td>\n",
" <td>13</td>\n",
" <td>72</td>\n",
" <td>5</td>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>|West Bengal “</td>\n",
" <td>268</td>\n",
" <td>191</td>\n",
" <td>71</td>\n",
" <td>76</td>\n",
" <td>28</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 0 1 2 3 4 5 6 7 8 9 10 11\n",
"0 |Andhra Pradesh 670 501 75 60 9 24 4 45 7 40 6\n",
"1 |Arunachal Pradesh 11 11 100 0 0 0 0 0 0 0 0\n",
"2 |Assam 28 28 100 0 0 0 0 0 0 0 0\n",
"3 |Bihar 534 432 81 72 13 18 s 12 2 0 0\n",
"4 |Chattisgarh 146 122 84 22 15 2 1 0 0 0 0\n",
"5 |Dethi 34 3 9 7 21 2 6 22 65 0 0\n",
"6 |Goa 12 12 100 0 0 0 0 0 0 0 0\n",
"7 |Gujarat 248 194 78 11 4 5 2 25 10 13 5\n",
"8 |Haryana 128 26 20 21 16 3 2 78 61 0 0\n",
"9 |Himachal Pradesh 8 3 38 1 13 0 0 4 50 0 0\n",
"10 |Jammu & Kashmir 22 22 100 0 0 0 0 0 0 0 0\n",
"11 |Jharkhand 260 245 94 10 4 2 1 3 1 0 0\n",
"12 |Karnataka 176 97 55 26 15 8 § 45 26 0 0\n",
"13 +|Kerala 152 119 78 30 20 2 1 1 1 0 0\n",
"14 |Madhya Pradesh 313 240 77 44 14 7 2 22 7 0 0\n",
"15 |Maharashtra 353 271 77 61 17 9 3 11 3 1 0\n",
"16 |Manipur 9 9 100 0 0 0 0 0 0 0 0\n",
"17 |Meghalaya 11 11 100 0 0 0 0 0 0 0 0\n",
"18 |Mizoram 26 26 100 0 0 0 0 0 0 0 0\n",
"19 |Nagaland 11 11 100 0 0 0 0 0 0 0 0\n",
"20 |Odisha 314 303 96 5 2 0 0 0 0 6 2\n",
"21 |Punjab 138 22 16 5 4 2 1 109 79 0 0\n",
"22 |Rajasthan 295 45 15 29 10 33 11 185 63 3 1\n",
"23 |Sikkim 4 4 100 0 0 0 0 0 0 0 0\n",
"24 |Tamil Nadu 1166 427 37 163 14 79 7 462 40 35 3\n",
"25 |Telangana 584 278 48 169 29 67 11 70 12 0 0\n",
"26 |Tripura 59 59 100 0 0 0 0 0 0 0 0\n",
"27 |Uttar Pradesh* 830 540 65 151 18 48 6 91 11 0 0\n",
"28 |Uttarakhand 18 13 72 5 28 0 0 0 0 0 0\n",
"29 |West Bengal “ 268 191 71 76 28 1 0 0 0 0 0"
]
},
"execution_count": 54,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Here's a regex to get a space, then some stuff - \\s+(.+) - repeated many many times\n",
"cleaned = df.details.str.extract(\"\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\\s+(.+)\")\n",
"cleaned"
]
},
{
"cell_type": "markdown",
"id": "f247b4d8-b9fb-4bb0-b0e4-a79ffe0f55b7",
"metadata": {},
"source": [
"Even if you clean up the state names: look at Bihar or Karnataka in column 7! Can you really trust anything in here???"
]
},
{
"cell_type": "markdown",
"id": "57d798e2-b9b1-4ba4-941c-b144626b62cc",
"metadata": {},
"source": [
"## In conclusion\n",
"\n",
"Between setup, failure 1, more install/setup, failure 2, attempt 3 with many regular expressions, etc, we now *maybe* have something that works. While it would have taken *maybe* five minutes to type it out!\n",
"\n",
"(and ten minutes to type it out again to see if we made any mistakes the first time)."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "24b69add-1b7c-45f7-a178-4f2392ea343d",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.10.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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