diff --git a/Finacial Domain/Indian Startup Funding analysis/Indian startup.ipynb b/Finacial Domain/Indian Startup Funding analysis/Indian startup.ipynb
new file mode 100644
index 00000000..75c4741e
--- /dev/null
+++ b/Finacial Domain/Indian Startup Funding analysis/Indian startup.ipynb
@@ -0,0 +1,5833 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "c58821a1",
+ "metadata": {
+ "id": "vuSbJ5YoGWub",
+ "papermill": {
+ "duration": 1.524042,
+ "end_time": "2023-08-09T08:52:21.689068",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:20.165026",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import seaborn as sns"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "1c5840df",
+ "metadata": {
+ "id": "Td8b557mJYPT",
+ "papermill": {
+ "duration": 0.101191,
+ "end_time": "2023-08-09T08:52:21.822918",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:21.721727",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "df = pd.read_csv('startup_funding.csv')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "70524b25",
+ "metadata": {
+ "id": "gArskThPJs7_",
+ "outputId": "fd988175-ba45-4fa2-db38-ba57e6f2aa73",
+ "papermill": {
+ "duration": 0.064397,
+ "end_time": "2023-08-09T08:52:21.920302",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:21.855905",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Sr No | \n",
+ " Date dd/mm/yyyy | \n",
+ " Startup Name | \n",
+ " Industry Vertical | \n",
+ " SubVertical | \n",
+ " City Location | \n",
+ " Investors Name | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Remarks | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 1 | \n",
+ " 09/01/2020 | \n",
+ " BYJU’S | \n",
+ " E-Tech | \n",
+ " E-learning | \n",
+ " Bengaluru | \n",
+ " Tiger Global Management | \n",
+ " Private Equity Round | \n",
+ " 20,00,00,000 | \n",
+ " NaN | \n",
+ "
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+ " \n",
+ " 1 | \n",
+ " 2 | \n",
+ " 13/01/2020 | \n",
+ " Shuttl | \n",
+ " Transportation | \n",
+ " App based shuttle service | \n",
+ " Gurgaon | \n",
+ " Susquehanna Growth Equity | \n",
+ " Series C | \n",
+ " 80,48,394 | \n",
+ " NaN | \n",
+ "
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+ " \n",
+ " 2 | \n",
+ " 3 | \n",
+ " 09/01/2020 | \n",
+ " Mamaearth | \n",
+ " E-commerce | \n",
+ " Retailer of baby and toddler products | \n",
+ " Bengaluru | \n",
+ " Sequoia Capital India | \n",
+ " Series B | \n",
+ " 1,83,58,860 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 4 | \n",
+ " 02/01/2020 | \n",
+ " https://www.wealthbucket.in/ | \n",
+ " FinTech | \n",
+ " Online Investment | \n",
+ " New Delhi | \n",
+ " Vinod Khatumal | \n",
+ " Pre-series A | \n",
+ " 30,00,000 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 5 | \n",
+ " 02/01/2020 | \n",
+ " Fashor | \n",
+ " Fashion and Apparel | \n",
+ " Embroiled Clothes For Women | \n",
+ " Mumbai | \n",
+ " Sprout Venture Partners | \n",
+ " Seed Round | \n",
+ " 18,00,000 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ "
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+ "
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+ ],
+ "text/plain": [
+ " Sr No Date dd/mm/yyyy Startup Name Industry Vertical \\\n",
+ "0 1 09/01/2020 BYJU’S E-Tech \n",
+ "1 2 13/01/2020 Shuttl Transportation \n",
+ "2 3 09/01/2020 Mamaearth E-commerce \n",
+ "3 4 02/01/2020 https://www.wealthbucket.in/ FinTech \n",
+ "4 5 02/01/2020 Fashor Fashion and Apparel \n",
+ "\n",
+ " SubVertical City Location \\\n",
+ "0 E-learning Bengaluru \n",
+ "1 App based shuttle service Gurgaon \n",
+ "2 Retailer of baby and toddler products Bengaluru \n",
+ "3 Online Investment New Delhi \n",
+ "4 Embroiled Clothes For Women Mumbai \n",
+ "\n",
+ " Investors Name InvestmentnType Amount in USD Remarks \n",
+ "0 Tiger Global Management Private Equity Round 20,00,00,000 NaN \n",
+ "1 Susquehanna Growth Equity Series C 80,48,394 NaN \n",
+ "2 Sequoia Capital India Series B 1,83,58,860 NaN \n",
+ "3 Vinod Khatumal Pre-series A 30,00,000 NaN \n",
+ "4 Sprout Venture Partners Seed Round 18,00,000 NaN "
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "3eaccfa6",
+ "metadata": {
+ "id": "ic3WP7HZJxba",
+ "outputId": "0a1a6b74-6779-4424-ae71-22fa6f41c791",
+ "papermill": {
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+ "exception": false,
+ "start_time": "2023-08-09T08:52:21.953733",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
+ " Sr No | \n",
+ " Date dd/mm/yyyy | \n",
+ " Startup Name | \n",
+ " Industry Vertical | \n",
+ " SubVertical | \n",
+ " City Location | \n",
+ " Investors Name | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Remarks | \n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " 3039 | \n",
+ " 3040 | \n",
+ " 29/01/2015 | \n",
+ " Printvenue | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " Asia Pacific Internet Group | \n",
+ " Private Equity | \n",
+ " 45,00,000 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 3040 | \n",
+ " 3041 | \n",
+ " 29/01/2015 | \n",
+ " Graphene | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " KARSEMVEN Fund | \n",
+ " Private Equity | \n",
+ " 8,25,000 | \n",
+ " Govt backed VC Fund | \n",
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+ " \n",
+ " 3041 | \n",
+ " 3042 | \n",
+ " 30/01/2015 | \n",
+ " Mad Street Den | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " Exfinity Fund, GrowX Ventures. | \n",
+ " Private Equity | \n",
+ " 15,00,000 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 3042 | \n",
+ " 3043 | \n",
+ " 30/01/2015 | \n",
+ " Simplotel | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " MakeMyTrip | \n",
+ " Private Equity | \n",
+ " NaN | \n",
+ " Strategic Funding, Minority stake | \n",
+ "
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+ " \n",
+ " 3043 | \n",
+ " 3044 | \n",
+ " 31/01/2015 | \n",
+ " couponmachine.in | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " UK based Group of Angel Investors | \n",
+ " Seed Funding | \n",
+ " 1,40,000 | \n",
+ " NaN | \n",
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+ "text/plain": [
+ " Sr No Date dd/mm/yyyy Startup Name Industry Vertical SubVertical \\\n",
+ "3039 3040 29/01/2015 Printvenue NaN NaN \n",
+ "3040 3041 29/01/2015 Graphene NaN NaN \n",
+ "3041 3042 30/01/2015 Mad Street Den NaN NaN \n",
+ "3042 3043 30/01/2015 Simplotel NaN NaN \n",
+ "3043 3044 31/01/2015 couponmachine.in NaN NaN \n",
+ "\n",
+ " City Location Investors Name InvestmentnType \\\n",
+ "3039 NaN Asia Pacific Internet Group Private Equity \n",
+ "3040 NaN KARSEMVEN Fund Private Equity \n",
+ "3041 NaN Exfinity Fund, GrowX Ventures. Private Equity \n",
+ "3042 NaN MakeMyTrip Private Equity \n",
+ "3043 NaN UK based Group of Angel Investors Seed Funding \n",
+ "\n",
+ " Amount in USD Remarks \n",
+ "3039 45,00,000 NaN \n",
+ "3040 8,25,000 Govt backed VC Fund \n",
+ "3041 15,00,000 NaN \n",
+ "3042 NaN Strategic Funding, Minority stake \n",
+ "3043 1,40,000 NaN "
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df.tail()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "c39ca8a5",
+ "metadata": {
+ "id": "57HfvzYYZH2V",
+ "outputId": "14e6bbbd-80df-47c0-a2c5-139ec8abf962",
+ "papermill": {
+ "duration": 0.076706,
+ "end_time": "2023-08-09T08:52:22.117359",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.040653",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "RangeIndex: 3044 entries, 0 to 3043\n",
+ "Data columns (total 10 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 Sr No 3044 non-null int64 \n",
+ " 1 Date dd/mm/yyyy 3044 non-null object\n",
+ " 2 Startup Name 3044 non-null object\n",
+ " 3 Industry Vertical 2873 non-null object\n",
+ " 4 SubVertical 2108 non-null object\n",
+ " 5 City Location 2864 non-null object\n",
+ " 6 Investors Name 3020 non-null object\n",
+ " 7 InvestmentnType 3040 non-null object\n",
+ " 8 Amount in USD 2084 non-null object\n",
+ " 9 Remarks 419 non-null object\n",
+ "dtypes: int64(1), object(9)\n",
+ "memory usage: 237.9+ KB\n"
+ ]
+ }
+ ],
+ "source": [
+ "df.info()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "edce22a7",
+ "metadata": {
+ "id": "VrTJSL1TTvY-",
+ "papermill": {
+ "duration": 0.042811,
+ "end_time": "2023-08-09T08:52:22.193781",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.150970",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "df.rename(columns = {'Date dd/mm/yyyy':'Date'}, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "3c290e9d",
+ "metadata": {
+ "id": "G_leqcHNQyXq",
+ "outputId": "14bb6c58-463d-4e00-ec51-2c0e5e2f6819",
+ "papermill": {
+ "duration": 0.055262,
+ "end_time": "2023-08-09T08:52:22.282394",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.227132",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Sr No | \n",
+ " Date | \n",
+ " Startup Name | \n",
+ " Industry Vertical | \n",
+ " SubVertical | \n",
+ " City Location | \n",
+ " Investors Name | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Remarks | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 192 | \n",
+ " 193 | \n",
+ " 05/072018 | \n",
+ " Loan Tap | \n",
+ " Consumer Internet | \n",
+ " Online Lending Platform For Salaried Professio... | \n",
+ " Mumbai | \n",
+ " Shunwei Capital, Tuscan Ventures, Ashish Goenk... | \n",
+ " Private Equity | \n",
+ " 62,50,000 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Sr No Date Startup Name Industry Vertical \\\n",
+ "192 193 05/072018 Loan Tap Consumer Internet \n",
+ "\n",
+ " SubVertical City Location \\\n",
+ "192 Online Lending Platform For Salaried Professio... Mumbai \n",
+ "\n",
+ " Investors Name InvestmentnType \\\n",
+ "192 Shunwei Capital, Tuscan Ventures, Ashish Goenk... Private Equity \n",
+ "\n",
+ " Amount in USD Remarks \n",
+ "192 62,50,000 NaN "
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df[df.Date == '05/072018']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "ed40d2a8",
+ "metadata": {
+ "id": "jVdVWBH4OJjM",
+ "papermill": {
+ "duration": 0.043737,
+ "end_time": "2023-08-09T08:52:22.361597",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.317860",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#correcting the value at 192 position in Date column\n",
+ "#As while converting it into date time format, got an error\n",
+ "#Because date was in \"05/072018\" this format, hence corrected it.\n",
+ "\n",
+ "df.loc[192,'Date'] = '05/07/2018'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "b6248e91",
+ "metadata": {
+ "id": "1Km3GObHOJei",
+ "outputId": "85ba725c-0e82-4d62-be90-47355117cefd",
+ "papermill": {
+ "duration": 0.045276,
+ "end_time": "2023-08-09T08:52:22.442586",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.397310",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'08/04/2017'"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df.loc[875,'Date']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "20c3f698",
+ "metadata": {
+ "id": "GSSBdh3gOJSm",
+ "outputId": "0e0909ad-ad5c-4e23-cae6-ee526089f15e",
+ "papermill": {
+ "duration": 0.072903,
+ "end_time": "2023-08-09T08:52:22.550125",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.477222",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/4224872194.py:5: UserWarning: Parsing dates in DD/MM/YYYY format when dayfirst=False (the default) was specified. This may lead to inconsistently parsed dates! Specify a format to ensure consistent parsing.\n",
+ " df['Date'] = pd.to_datetime(df['Date'], errors='coerce')\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Using errors = coerce because while converting it to data time format, got an error\n",
+ "#OutOfBoundsDatetime: Out of bounds nanosecond timestamp: 15-01-07 00:00:00 present at position 875\n",
+ "#Therefore errors = coerce will handle/replace any values that cannot be converted to valid timestamps to NAT(not a time)\n",
+ "\n",
+ "df['Date'] = pd.to_datetime(df['Date'], errors='coerce')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "ade7d2db",
+ "metadata": {
+ "id": "f5uWlqAYOJQF",
+ "outputId": "53a19d27-e315-4efb-ee0c-731661046a06",
+ "papermill": {
+ "duration": 0.0612,
+ "end_time": "2023-08-09T08:52:22.646539",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.585339",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "RangeIndex: 3044 entries, 0 to 3043\n",
+ "Data columns (total 10 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 Sr No 3044 non-null int64 \n",
+ " 1 Date 3041 non-null datetime64[ns]\n",
+ " 2 Startup Name 3044 non-null object \n",
+ " 3 Industry Vertical 2873 non-null object \n",
+ " 4 SubVertical 2108 non-null object \n",
+ " 5 City Location 2864 non-null object \n",
+ " 6 Investors Name 3020 non-null object \n",
+ " 7 InvestmentnType 3040 non-null object \n",
+ " 8 Amount in USD 2084 non-null object \n",
+ " 9 Remarks 419 non-null object \n",
+ "dtypes: datetime64[ns](1), int64(1), object(8)\n",
+ "memory usage: 237.9+ KB\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Here column named \"Date dd/mm/yyyy\" is changed to \"Date\" for simplicity purpose.\n",
+ "#The Dtype of \"Date\" column is changed from to \"datetime64[ns]\" format, so that specific operations can be perfomed.\n",
+ "#During this converion we have lost 3 value i.e, from 3044 non full entries to 3041 enties only.\n",
+ "#All those lost values were OutOfBoundsDatetime values which was handled by \"errors='coerce'\" in the above code\n",
+ "\n",
+ "df.info()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "cd75afe9",
+ "metadata": {
+ "id": "twQ8GxS4a631",
+ "papermill": {
+ "duration": 0.034494,
+ "end_time": "2023-08-09T08:52:22.715287",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.680793",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "source": [
+ "**Insights -**\n",
+ "\n",
+ "1) Find out what type of startups are getting funded in the last few years?\n",
+ "\n",
+ "2) Who are the important investors?\n",
+ "\n",
+ "3) What are the hot fields that get a lot of funding these days?\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e7b2e7b4",
+ "metadata": {
+ "id": "oI9iSFONkoK1",
+ "papermill": {
+ "duration": 0.033203,
+ "end_time": "2023-08-09T08:52:22.782066",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.748863",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "source": [
+ "**1) Find out what type of startups are getting funded in the last few years?**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "00750801",
+ "metadata": {
+ "id": "02b4C3fwOJIV",
+ "papermill": {
+ "duration": 0.046162,
+ "end_time": "2023-08-09T08:52:22.862003",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.815841",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "df['Year'] = df['Date'].dt.year"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "7610c5f6",
+ "metadata": {
+ "id": "MXdC5Hh8SGPe",
+ "papermill": {
+ "duration": 0.049431,
+ "end_time": "2023-08-09T08:52:22.946165",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.896734",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "# Ecommerce is the right word in IndustryVertical, so correcting it.\n",
+ "df['Industry Vertical']=df['Industry Vertical'].astype(str)\n",
+ "df['Industry Vertical'] = df['Industry Vertical'].apply(lambda x : x.replace(x,'Ecommerce') if 'Commerce' in x else x.replace(x,'Ecommerce') if 'commerce' in x\n",
+ " else x.replace(x,'FinTech') if 'Fin-Tech' in x else x)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "ba71dcd6",
+ "metadata": {
+ "id": "Jpg4dFKkOJED",
+ "papermill": {
+ "duration": 0.047421,
+ "end_time": "2023-08-09T08:52:23.027758",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:22.980337",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#This dataset consist of data from year 2015 to year 2020\n",
+ "#So as per the question I have assumed last 3 years to be last few years to analyze\n",
+ "#for type of startups are getting funded in the last few years\n",
+ "\n",
+ "last_few_years = df[df['Year'].between(2018, 2020)]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "2626fe41",
+ "metadata": {
+ "id": "XjUk0x7rOI-t",
+ "outputId": "1285967c-5587-4cd7-fa91-a90fb79a4019",
+ "papermill": {
+ "duration": 0.049808,
+ "end_time": "2023-08-09T08:52:23.112639",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:23.062831",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Consumer Internet 93\n",
+ "Technology 65\n",
+ "Finance 45\n",
+ "Ecommerce 34\n",
+ "Healthcare 34\n",
+ " ..\n",
+ "Publishing 1\n",
+ "Entertainment 1\n",
+ "Online Education 1\n",
+ "Luxury Label 1\n",
+ "Consumer internet 1\n",
+ "Name: Industry Vertical, Length: 83, dtype: int64"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Now Getting the count of Industry Vertical to get to know that\n",
+ "#which kind of startups are igetting funded most in terms of frequency.\n",
+ "#for the year in range of 2018 to 2020\n",
+ "\n",
+ "stp_count = last_few_years['Industry Vertical'].value_counts()\n",
+ "stp_count.sort_values(ascending=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "be72dade",
+ "metadata": {
+ "id": "nh5hBnZNe_mR",
+ "outputId": "3e9138c3-58f7-4894-e9a2-968d2a3e2e42",
+ "papermill": {
+ "duration": 0.048352,
+ "end_time": "2023-08-09T08:52:23.195661",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:23.147309",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Consumer Internet 93\n",
+ "Technology 65\n",
+ "Finance 45\n",
+ "Ecommerce 34\n",
+ "Healthcare 34\n",
+ "FinTech 15\n",
+ "Ed-Tech 12\n",
+ "IT 8\n",
+ "Food and Beverage 6\n",
+ "Health and Wellness 5\n",
+ "Name: Industry Vertical, dtype: int64"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Since there are 87 kind of industry vertical and visualizing them all together might be messier\n",
+ "#Therefore only visualizing top 10 industry verticals who have higher number of frequency in geeting funded\n",
+ "\n",
+ "stp_count_ten = stp_count.sort_values(ascending=False).head(10)\n",
+ "stp_count_ten"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "dc5a2532",
+ "metadata": {
+ "id": "pkJj_1rLn3Z3",
+ "outputId": "7251207d-3fdd-493b-a62c-e7ea0bc1763b",
+ "papermill": {
+ "duration": 0.045493,
+ "end_time": "2023-08-09T08:52:23.275624",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:23.230131",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[1mList of top 10 type of startups are getting funded in the last few years --\u001b[0m\n",
+ "\u001b[1m=>Consumer Internet\n",
+ "\u001b[1m=>Technology\n",
+ "\u001b[1m=>Finance\n",
+ "\u001b[1m=>Ecommerce\n",
+ "\u001b[1m=>Healthcare\n",
+ "\u001b[1m=>FinTech\n",
+ "\u001b[1m=>Ed-Tech\n",
+ "\u001b[1m=>IT\n",
+ "\u001b[1m=>Food and Beverage\n",
+ "\u001b[1m=>Health and Wellness\n"
+ ]
+ }
+ ],
+ "source": [
+ "bold = '\\033[1m'\n",
+ "reset = '\\033[0m'\n",
+ "print(f'{bold}List of top 10 type of startups are getting funded in the last few years --{reset}')\n",
+ "for i in stp_count_ten.index:\n",
+ " print(f'{bold}=>{i}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "fe280393",
+ "metadata": {
+ "id": "py_ImxI_h7Hl",
+ "outputId": "b30e5f32-7f05-4455-bab8-1c7b23f4ea02",
+ "papermill": {
+ "duration": 0.499012,
+ "end_time": "2023-08-09T08:52:23.811657",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:23.312645",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/3599067822.py:2: FutureWarning: \n",
+ "\n",
+ "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
+ "\n",
+ " sns.barplot(x=stp_count_ten.index, y=stp_count_ten, palette='plasma')\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'Industry Vertical vs Frequency of Funding')"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize=(12,5))\n",
+ "sns.barplot(x=stp_count_ten.index, y=stp_count_ten, palette='plasma')\n",
+ "plt.xticks(rotation=90)\n",
+ "plt.yticks(stp_count_ten[0:7])\n",
+ "plt.ylabel('Frequency of Funding', fontsize=12)\n",
+ "plt.xlabel('Industry Vertical', fontsize=12)\n",
+ "plt.title('Industry Vertical vs Frequency of Funding', fontsize=15)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f107cd73",
+ "metadata": {
+ "id": "gM04Dgd3kuPz",
+ "papermill": {
+ "duration": 0.035431,
+ "end_time": "2023-08-09T08:52:23.883893",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:23.848462",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "source": [
+ "**2) Who are the important investors?**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "204bdfd4",
+ "metadata": {
+ "id": "TSsRHlZGkkeA",
+ "outputId": "c6c7b6e0-ae98-421b-ed16-f52eeea552f7",
+ "papermill": {
+ "duration": 0.052162,
+ "end_time": "2023-08-09T08:52:23.971704",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:23.919542",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Tiger Global Management 4\n",
+ "Alteria Capital 3\n",
+ "Naspers 2\n",
+ "Nexus Venture Partners 2\n",
+ "Sunil Munjal, Harsh Mariwala, Dalip Pathak and Others 2\n",
+ " ..\n",
+ "Fosun International 1\n",
+ "Credence Family Office 1\n",
+ "ZigExN 1\n",
+ "Ravi Viswanathan 1\n",
+ "HDFC Bank, Axis Bank 1\n",
+ "Name: Investors Name, Length: 392, dtype: int64"
+ ]
+ },
+ "execution_count": 19,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#In order to know who are the important investors, whose frquency of funding is\n",
+ "#more then the other investors in last few years (2018-2020)\n",
+ "\n",
+ "last_few_years['Investors Name'].value_counts()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "6ca2d641",
+ "metadata": {
+ "id": "E4W5Jaulkkag",
+ "outputId": "cd042e46-d026-476f-82ec-9c33fb89489f",
+ "papermill": {
+ "duration": 0.051257,
+ "end_time": "2023-08-09T08:52:24.059476",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:24.008219",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Tiger Global Management 4\n",
+ "Alteria Capital 3\n",
+ "SoftBank Vision Fund 2\n",
+ "March Capital Partners 2\n",
+ "Trifecta Capital 2\n",
+ "Name: Investors Name, dtype: int64"
+ ]
+ },
+ "execution_count": 20,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Top five name of the investors in year between 2018-2020\n",
+ "\n",
+ "in_count_ten = last_few_years['Investors Name'].value_counts().sort_values(ascending=False).head(5)\n",
+ "in_count_ten"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "3c87092b",
+ "metadata": {
+ "id": "4tL3e3txpQYa",
+ "outputId": "2cfa336f-1b5f-47a0-ce34-fcec60f575d9",
+ "papermill": {
+ "duration": 0.047216,
+ "end_time": "2023-08-09T08:52:24.143187",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:24.095971",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[1mList of the important investors --\u001b[0m\n",
+ "\u001b[1m=>Tiger Global Management\n",
+ "\u001b[1m=>Alteria Capital\n",
+ "\u001b[1m=>SoftBank Vision Fund\n",
+ "\u001b[1m=>March Capital Partners\n",
+ "\u001b[1m=>Trifecta Capital\n"
+ ]
+ }
+ ],
+ "source": [
+ "bold = '\\033[1m'\n",
+ "reset = '\\033[0m'\n",
+ "print(f'{bold}List of the important investors --{reset}')\n",
+ "for j in in_count_ten.index:\n",
+ " print(f'{bold}=>{j}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "f3d773ce",
+ "metadata": {
+ "id": "uaD3Hon-kkVX",
+ "outputId": "7a8a5da6-65f0-424e-dadd-d699ac4b4cb8",
+ "papermill": {
+ "duration": 0.067035,
+ "end_time": "2023-08-09T08:52:24.247557",
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+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Sr No | \n",
+ " Date | \n",
+ " Startup Name | \n",
+ " Industry Vertical | \n",
+ " SubVertical | \n",
+ " City Location | \n",
+ " Investors Name | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Remarks | \n",
+ " Year | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 1 | \n",
+ " 2020-09-01 | \n",
+ " BYJU’S | \n",
+ " E-Tech | \n",
+ " E-learning | \n",
+ " Bengaluru | \n",
+ " Tiger Global Management | \n",
+ " Private Equity Round | \n",
+ " 20,00,00,000 | \n",
+ " NaN | \n",
+ " 2020.0 | \n",
+ "
\n",
+ " \n",
+ " 16 | \n",
+ " 17 | \n",
+ " 2019-12-20 | \n",
+ " Lenskart.com | \n",
+ " Ecommerce | \n",
+ " Online Eyewear Shopping Portal | \n",
+ " Faridabad | \n",
+ " SoftBank Vision Fund | \n",
+ " Series G | \n",
+ " 23,10,00,000 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 51 | \n",
+ " 52 | \n",
+ " 2019-08-13 | \n",
+ " Uniphore | \n",
+ " Customer Service Platform | \n",
+ " Conversational AI | \n",
+ " Palo Alto | \n",
+ " March Capital Partners | \n",
+ " Series C | \n",
+ " 5,10,00,000 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 55 | \n",
+ " 56 | \n",
+ " 2019-08-22 | \n",
+ " INDwealth | \n",
+ " FinTech | \n",
+ " Wealth Management | \n",
+ " Gurgaon | \n",
+ " Tiger Global Management | \n",
+ " Venture Round | \n",
+ " 1,50,00,000 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 65 | \n",
+ " 66 | \n",
+ " 2019-01-07 | \n",
+ " Uniphore | \n",
+ " Artificial Intelligence | \n",
+ " Speech Recognition | \n",
+ " Taramani | \n",
+ " March Capital Partners | \n",
+ " Series C | \n",
+ " 3,80,80,000 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 85 | \n",
+ " 86 | \n",
+ " 2019-10-06 | \n",
+ " OkCredit | \n",
+ " FinTech | \n",
+ " Financial Services | \n",
+ " Haryana | \n",
+ " Tiger Global Management | \n",
+ " Series A | \n",
+ " 1,55,00,000 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 87 | \n",
+ " 88 | \n",
+ " 2019-08-06 | \n",
+ " Vogo Automotive Pvt. Ltd. | \n",
+ " Transportation | \n",
+ " Dockless Scooter Rental Company | \n",
+ " Karnataka | \n",
+ " Alteria Capital | \n",
+ " Debt Funding | \n",
+ " 35,84,000 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 93 | \n",
+ " 94 | \n",
+ " 2019-02-05 | \n",
+ " Zenoti | \n",
+ " Saas | \n",
+ " Beauty and Wellness Industry | \n",
+ " Hyderabad | \n",
+ " Tiger Global Management | \n",
+ " Series C | \n",
+ " 5,00,00,000 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 135 | \n",
+ " 136 | \n",
+ " 2018-11-19 | \n",
+ " Automation Anywhere | \n",
+ " Automation | \n",
+ " Robotics | \n",
+ " California | \n",
+ " SoftBank Vision Fund | \n",
+ " Series B | \n",
+ " 30,00,00,000 | \n",
+ " NaN | \n",
+ " 2018.0 | \n",
+ "
\n",
+ " \n",
+ " 181 | \n",
+ " 182 | \n",
+ " 2018-08-20 | \n",
+ " RawPressery | \n",
+ " Consumer Internet | \n",
+ " Online Organic Juice Delivery Service | \n",
+ " Mumbai | \n",
+ " Alteria Capital | \n",
+ " Debt Funding | \n",
+ " 48,00,000 | \n",
+ " NaN | \n",
+ " 2018.0 | \n",
+ "
\n",
+ " \n",
+ " 328 | \n",
+ " 329 | \n",
+ " 2018-08-03 | \n",
+ " Magicpin | \n",
+ " Consumer Internet | \n",
+ " Hyperlocal Discovery | \n",
+ " Gurugram | \n",
+ " Trifecta Capital | \n",
+ " Debt Funding | \n",
+ " 10,00,000 | \n",
+ " NaN | \n",
+ " 2018.0 | \n",
+ "
\n",
+ " \n",
+ " 334 | \n",
+ " 335 | \n",
+ " 2018-03-19 | \n",
+ " Fingerlix | \n",
+ " Consumer Internet | \n",
+ " Ready To cook Food Solution | \n",
+ " Mumbai | \n",
+ " Alteria Capital | \n",
+ " Debt Funding | \n",
+ " 13,10,000 | \n",
+ " NaN | \n",
+ " 2018.0 | \n",
+ "
\n",
+ " \n",
+ " 366 | \n",
+ " 367 | \n",
+ " 2018-12-02 | \n",
+ " Cashify | \n",
+ " Ecommerce | \n",
+ " Online Selling | \n",
+ " Gurugram | \n",
+ " Trifecta Capital | \n",
+ " Debt Funding | \n",
+ " 9,35,089 | \n",
+ " NaN | \n",
+ " 2018.0 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Sr No Date Startup Name Industry Vertical \\\n",
+ "0 1 2020-09-01 BYJU’S E-Tech \n",
+ "16 17 2019-12-20 Lenskart.com Ecommerce \n",
+ "51 52 2019-08-13 Uniphore Customer Service Platform \n",
+ "55 56 2019-08-22 INDwealth FinTech \n",
+ "65 66 2019-01-07 Uniphore Artificial Intelligence \n",
+ "85 86 2019-10-06 OkCredit FinTech \n",
+ "87 88 2019-08-06 Vogo Automotive Pvt. Ltd. Transportation \n",
+ "93 94 2019-02-05 Zenoti Saas \n",
+ "135 136 2018-11-19 Automation Anywhere Automation \n",
+ "181 182 2018-08-20 RawPressery Consumer Internet \n",
+ "328 329 2018-08-03 Magicpin Consumer Internet \n",
+ "334 335 2018-03-19 Fingerlix Consumer Internet \n",
+ "366 367 2018-12-02 Cashify Ecommerce \n",
+ "\n",
+ " SubVertical City Location \\\n",
+ "0 E-learning Bengaluru \n",
+ "16 Online Eyewear Shopping Portal Faridabad \n",
+ "51 Conversational AI Palo Alto \n",
+ "55 Wealth Management Gurgaon \n",
+ "65 Speech Recognition Taramani \n",
+ "85 Financial Services Haryana \n",
+ "87 Dockless Scooter Rental Company Karnataka \n",
+ "93 Beauty and Wellness Industry Hyderabad \n",
+ "135 Robotics California \n",
+ "181 Online Organic Juice Delivery Service Mumbai \n",
+ "328 Hyperlocal Discovery Gurugram \n",
+ "334 Ready To cook Food Solution Mumbai \n",
+ "366 Online Selling Gurugram \n",
+ "\n",
+ " Investors Name InvestmentnType Amount in USD Remarks \\\n",
+ "0 Tiger Global Management Private Equity Round 20,00,00,000 NaN \n",
+ "16 SoftBank Vision Fund Series G 23,10,00,000 NaN \n",
+ "51 March Capital Partners Series C 5,10,00,000 NaN \n",
+ "55 Tiger Global Management Venture Round 1,50,00,000 NaN \n",
+ "65 March Capital Partners Series C 3,80,80,000 NaN \n",
+ "85 Tiger Global Management Series A 1,55,00,000 NaN \n",
+ "87 Alteria Capital Debt Funding 35,84,000 NaN \n",
+ "93 Tiger Global Management Series C 5,00,00,000 NaN \n",
+ "135 SoftBank Vision Fund Series B 30,00,00,000 NaN \n",
+ "181 Alteria Capital Debt Funding 48,00,000 NaN \n",
+ "328 Trifecta Capital Debt Funding 10,00,000 NaN \n",
+ "334 Alteria Capital Debt Funding 13,10,000 NaN \n",
+ "366 Trifecta Capital Debt Funding 9,35,089 NaN \n",
+ "\n",
+ " Year \n",
+ "0 2020.0 \n",
+ "16 2019.0 \n",
+ "51 2019.0 \n",
+ "55 2019.0 \n",
+ "65 2019.0 \n",
+ "85 2019.0 \n",
+ "87 2019.0 \n",
+ "93 2019.0 \n",
+ "135 2018.0 \n",
+ "181 2018.0 \n",
+ "328 2018.0 \n",
+ "334 2018.0 \n",
+ "366 2018.0 "
+ ]
+ },
+ "execution_count": 22,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Now getting to know in which kind of Industry vertical these top five investors are funding.\n",
+ "\n",
+ "In_st = last_few_years[last_few_years['Investors Name'].isin(in_count_ten.index)]\n",
+ "In_st"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "6e1a5d6e",
+ "metadata": {
+ "id": "Y_6zdx8q81ov",
+ "outputId": "177672f7-cdd7-4669-fa83-165b779e86f3",
+ "papermill": {
+ "duration": 0.062876,
+ "end_time": "2023-08-09T08:52:24.346997",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:24.284121",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Investors Name | \n",
+ " Industry Vertical | \n",
+ " 0 | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Alteria Capital | \n",
+ " Consumer Internet | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Alteria Capital | \n",
+ " Transportation | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " March Capital Partners | \n",
+ " Artificial Intelligence | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " March Capital Partners | \n",
+ " Customer Service Platform | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " SoftBank Vision Fund | \n",
+ " Automation | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " SoftBank Vision Fund | \n",
+ " Ecommerce | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Tiger Global Management | \n",
+ " E-Tech | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Tiger Global Management | \n",
+ " FinTech | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Tiger Global Management | \n",
+ " Saas | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " Trifecta Capital | \n",
+ " Consumer Internet | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ " 10 | \n",
+ " Trifecta Capital | \n",
+ " Ecommerce | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Investors Name Industry Vertical 0\n",
+ "0 Alteria Capital Consumer Internet 2\n",
+ "1 Alteria Capital Transportation 1\n",
+ "2 March Capital Partners Artificial Intelligence 1\n",
+ "3 March Capital Partners Customer Service Platform 1\n",
+ "4 SoftBank Vision Fund Automation 1\n",
+ "5 SoftBank Vision Fund Ecommerce 1\n",
+ "6 Tiger Global Management E-Tech 1\n",
+ "7 Tiger Global Management FinTech 2\n",
+ "8 Tiger Global Management Saas 1\n",
+ "9 Trifecta Capital Consumer Internet 1\n",
+ "10 Trifecta Capital Ecommerce 1"
+ ]
+ },
+ "execution_count": 23,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "grouped_in = In_st.groupby(['Investors Name', 'Industry Vertical']).size().reset_index()\n",
+ "grouped_in"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "id": "f1bb389f",
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+ "id": "_dDe_u7nkj23",
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+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'Investments by Investor and Industry')"
+ ]
+ },
+ "execution_count": 24,
+ "metadata": {},
+ "output_type": "execute_result"
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize=(10, 6))\n",
+ "sns.barplot(data=grouped_in, y=grouped_in.columns[2], x='Investors Name', hue='Industry Vertical', palette='Dark2')\n",
+ "plt.xticks(rotation=90)\n",
+ "plt.yticks([1,2])\n",
+ "plt.xlabel('Investors Name', fontsize=12)\n",
+ "plt.ylabel('Count', fontsize=12)\n",
+ "plt.title('Investments by Investor and Industry', fontsize=15)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "id": "38174e86",
+ "metadata": {
+ "id": "JjgZQBTW1ET7",
+ "outputId": "fb7e6e0b-fc77-4826-e285-8f0bc8e307c5",
+ "papermill": {
+ "duration": 0.057344,
+ "end_time": "2023-08-09T08:52:25.478100",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:25.420756",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " index | \n",
+ " SubVertical | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " E-learning | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Logistics | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Optimization | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Cabs | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Brewery | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Financial Services | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " FinTech | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Wealth Management | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Agritech | \n",
+ " 2 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " Open-market, freight management platform | \n",
+ " 1 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " index SubVertical\n",
+ "0 E-learning 3\n",
+ "1 Logistics 3\n",
+ "2 Optimization 2\n",
+ "3 Cabs 2\n",
+ "4 Brewery 2\n",
+ "5 Financial Services 2\n",
+ "6 FinTech 2\n",
+ "7 Wealth Management 2\n",
+ "8 Agritech 2\n",
+ "9 Open-market, freight management platform 1"
+ ]
+ },
+ "execution_count": 25,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#List of top 10 hot fields that are getting funding these days (2019- 2020)\n",
+ "\n",
+ "y1=last_few_years[last_few_years['Year'].between(2019,2020)].SubVertical.value_counts().sort_values(ascending=False).head(10).reset_index()\n",
+ "y1"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "a35a7908",
+ "metadata": {
+ "id": "tbTjzn7V1EQc",
+ "outputId": "676401bf-a6b9-4e0d-a3f3-35551292fe17",
+ "papermill": {
+ "duration": 0.057807,
+ "end_time": "2023-08-09T08:52:25.573702",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:25.515895",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " index | \n",
+ " SubVertical | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Online Lending Platform | \n",
+ " 11 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Online Pharmacy | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Food Delivery Platform | \n",
+ " 8 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Online Education Platform | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Education | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Online lending platform | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Online Learning Platform | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Online Lending | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Online Food Delivery | \n",
+ " 4 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " Non-Banking Financial Company | \n",
+ " 4 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " index SubVertical\n",
+ "0 Online Lending Platform 11\n",
+ "1 Online Pharmacy 10\n",
+ "2 Food Delivery Platform 8\n",
+ "3 Online Education Platform 5\n",
+ "4 Education 5\n",
+ "5 Online lending platform 5\n",
+ "6 Online Learning Platform 5\n",
+ "7 Online Lending 5\n",
+ "8 Online Food Delivery 4\n",
+ "9 Non-Banking Financial Company 4"
+ ]
+ },
+ "execution_count": 26,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#List of top 10 hot fields that are getting funding (2015- 2020)\n",
+ "\n",
+ "y2=df.SubVertical.value_counts().sort_values(ascending=False).head(10).reset_index()\n",
+ "y2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "2770146d",
+ "metadata": {
+ "id": "xV2aFkECJyhr",
+ "outputId": "802ecea0-125b-4d93-daef-eb942c1c91be",
+ "papermill": {
+ "duration": 0.057488,
+ "end_time": "2023-08-09T08:52:25.669299",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:25.611811",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " index | \n",
+ " SubVertical | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Online Lending Platform | \n",
+ " 9 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Education | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Online Lending | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Online Education Platform | \n",
+ " 4 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Non-Banking Financial Company | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Logistics | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Agri-tech | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " SaaS | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Online Food Delivery | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " E-learning | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " index SubVertical\n",
+ "0 Online Lending Platform 9\n",
+ "1 Education 5\n",
+ "2 Online Lending 5\n",
+ "3 Online Education Platform 4\n",
+ "4 Non-Banking Financial Company 3\n",
+ "5 Logistics 3\n",
+ "6 Agri-tech 3\n",
+ "7 SaaS 3\n",
+ "8 Online Food Delivery 3\n",
+ "9 E-learning 3"
+ ]
+ },
+ "execution_count": 27,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#List of top 10 hot fields that are getting funding (2018- 2020)\n",
+ "\n",
+ "y3=last_few_years.SubVertical.value_counts().sort_values(ascending=False).head(10).reset_index()\n",
+ "y3"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "id": "4a0e64ec",
+ "metadata": {
+ "id": "tOLBxZIe1ENt",
+ "outputId": "8584fcf6-386c-4706-de2d-72716dde75a9",
+ "papermill": {
+ "duration": 1.115865,
+ "end_time": "2023-08-09T08:52:26.824082",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:25.708217",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/2144781570.py:5: FutureWarning: \n",
+ "\n",
+ "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
+ "\n",
+ " sns.barplot(x='index', y='SubVertical', data=y1, ax=ax[0],palette='Blues_r')\n",
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/2144781570.py:9: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+ " ax[0].set_xticklabels(y1['index'],rotation=90)\n",
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/2144781570.py:11: FutureWarning: \n",
+ "\n",
+ "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
+ "\n",
+ " sns.barplot(x='index', y='SubVertical', data=y2, ax=ax[1],palette='Blues_r')\n",
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/2144781570.py:15: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+ " ax[1].set_xticklabels(y2['index'],rotation=90)\n",
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/2144781570.py:17: FutureWarning: \n",
+ "\n",
+ "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
+ "\n",
+ " sns.barplot(x='index', y='SubVertical', data=y2, ax=ax[2],palette='Blues_r')\n",
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/2144781570.py:21: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+ " ax[2].set_xticklabels(y2['index'],rotation=90)\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "[Text(0, 0, 'Online Lending Platform'),\n",
+ " Text(1, 0, 'Online Pharmacy'),\n",
+ " Text(2, 0, 'Food Delivery Platform'),\n",
+ " Text(3, 0, 'Online Education Platform'),\n",
+ " Text(4, 0, 'Education'),\n",
+ " Text(5, 0, 'Online lending platform'),\n",
+ " Text(6, 0, 'Online Learning Platform'),\n",
+ " Text(7, 0, 'Online Lending'),\n",
+ " Text(8, 0, 'Online Food Delivery'),\n",
+ " Text(9, 0, 'Non-Banking Financial Company')]"
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig , ax = plt.subplots(1,3, figsize=(15,5))\n",
+ "\n",
+ "fig.suptitle('Hot fields that get a lot of funding over the Period')\n",
+ "\n",
+ "sns.barplot(x='index', y='SubVertical', data=y1, ax=ax[0],palette='Blues_r')\n",
+ "ax[0].set_title('2019-2020')\n",
+ "ax[0].set_ylabel('Count',fontsize=12)\n",
+ "ax[0].set_xlabel('')\n",
+ "ax[0].set_xticklabels(y1['index'],rotation=90)\n",
+ "\n",
+ "sns.barplot(x='index', y='SubVertical', data=y2, ax=ax[1],palette='Blues_r')\n",
+ "ax[1].set_title('2015-2020')\n",
+ "ax[1].set_ylabel('Count',fontsize=12)\n",
+ "ax[1].set_xlabel('')\n",
+ "ax[1].set_xticklabels(y2['index'],rotation=90)\n",
+ "\n",
+ "sns.barplot(x='index', y='SubVertical', data=y2, ax=ax[2],palette='Blues_r')\n",
+ "ax[2].set_title('2018-2020')\n",
+ "ax[2].set_ylabel('Count',fontsize=12)\n",
+ "ax[2].set_xlabel('')\n",
+ "ax[2].set_xticklabels(y2['index'],rotation=90)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "bb641b8f",
+ "metadata": {
+ "id": "jGJD4jYgmRYS",
+ "outputId": "7798af7e-3ec3-4587-bf26-8c5a02344528",
+ "papermill": {
+ "duration": 0.074225,
+ "end_time": "2023-08-09T08:52:27.140982",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:27.066757",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "RangeIndex: 3044 entries, 0 to 3043\n",
+ "Data columns (total 11 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 Sr No 3044 non-null int64 \n",
+ " 1 Date 3041 non-null datetime64[ns]\n",
+ " 2 Startup Name 3044 non-null object \n",
+ " 3 Industry Vertical 3044 non-null object \n",
+ " 4 SubVertical 2108 non-null object \n",
+ " 5 City Location 2864 non-null object \n",
+ " 6 Investors Name 3020 non-null object \n",
+ " 7 InvestmentnType 3040 non-null object \n",
+ " 8 Amount in USD 2084 non-null object \n",
+ " 9 Remarks 419 non-null object \n",
+ " 10 Year 3041 non-null float64 \n",
+ "dtypes: datetime64[ns](1), float64(1), int64(1), object(8)\n",
+ "memory usage: 261.7+ KB\n"
+ ]
+ }
+ ],
+ "source": [
+ "df.info()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "id": "1e5371be",
+ "metadata": {
+ "id": "AJXwb4U7u-Da",
+ "outputId": "f0bfdcd2-bbc2-4373-9ab3-521ccb350fba",
+ "papermill": {
+ "duration": 0.062451,
+ "end_time": "2023-08-09T08:52:27.249867",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:27.187416",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/3373895847.py:4: FutureWarning: The default value of regex will change from True to False in a future version. In addition, single character regular expressions will *not* be treated as literal strings when regex=True.\n",
+ " df['Amount in USD']=df['Amount in USD'].str.replace('+','')\n"
+ ]
+ }
+ ],
+ "source": [
+ "#replacing or changing the value format to convert it into float\n",
+ "\n",
+ "df['Amount in USD']=df['Amount in USD'].str.replace(',','')\n",
+ "df['Amount in USD']=df['Amount in USD'].str.replace('+','')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "id": "f4e08b6d",
+ "metadata": {
+ "id": "aOGmNhRTomCI",
+ "outputId": "2bb9487c-2ad6-40c4-c57e-f212d13194b9",
+ "papermill": {
+ "duration": 0.079682,
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+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Sr No | \n",
+ " Date | \n",
+ " Startup Name | \n",
+ " Industry Vertical | \n",
+ " SubVertical | \n",
+ " City Location | \n",
+ " Investors Name | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Remarks | \n",
+ " Year | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 20 | \n",
+ " 21 | \n",
+ " 2019-11-17 | \n",
+ " Burger Singh | \n",
+ " Food and Beverage | \n",
+ " Indian Burger Brand | \n",
+ " Gurgaon | \n",
+ " RB Investments | \n",
+ " Venture | \n",
+ " undisclosed | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
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\n",
+ " \n",
+ " 34 | \n",
+ " 35 | \n",
+ " 2019-10-21 | \n",
+ " The Man Company | \n",
+ " Consumer Goods | \n",
+ " Beauty and Grooming | \n",
+ " Gurgaon | \n",
+ " Ayushmann Khurana | \n",
+ " Corporate Round | \n",
+ " unknown | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 58 | \n",
+ " 59 | \n",
+ " 2019-08-19 | \n",
+ " Mishry Reviews | \n",
+ " Services | \n",
+ " Product Review | \n",
+ " Gurgaon | \n",
+ " Vir Sanghvi | \n",
+ " Series A | \n",
+ " Undisclosed | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 89 | \n",
+ " 90 | \n",
+ " 2019-06-05 | \n",
+ " Ola Electric | \n",
+ " Transport | \n",
+ " Cabs | \n",
+ " Bengaluru | \n",
+ " Tata Sons | \n",
+ " Series A | \n",
+ " undisclosed | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 91 | \n",
+ " 92 | \n",
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+ " Fashion and Shopping | \n",
+ " Delhi | \n",
+ " Indian Angel Network and other angel investors... | \n",
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+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 112 | \n",
+ " 113 | \n",
+ " 2019-01-02 | \n",
+ " FleetX | \n",
+ " AI | \n",
+ " Logistics | \n",
+ " Gurgaon | \n",
+ " India Quotient and LetsVenture\\\\xe2\\\\x80\\\\x99s... | \n",
+ " Pre Series A | \n",
+ " Undisclosed | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 139 | \n",
+ " 140 | \n",
+ " 2018-11-22 | \n",
+ " Skillbox | \n",
+ " Social Network | \n",
+ " Art | \n",
+ " Gurugram | \n",
+ " Individual investors | \n",
+ " Seed Funding | \n",
+ " Undisclosed | \n",
+ " NaN | \n",
+ " 2018.0 | \n",
+ "
\n",
+ " \n",
+ "
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+ "
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+ ],
+ "text/plain": [
+ " Sr No Date Startup Name Industry Vertical \\\n",
+ "20 21 2019-11-17 Burger Singh Food and Beverage \n",
+ "34 35 2019-10-21 The Man Company Consumer Goods \n",
+ "58 59 2019-08-19 Mishry Reviews Services \n",
+ "89 90 2019-06-05 Ola Electric Transport \n",
+ "91 92 2019-05-05 StyleDotMe Ecommerce \n",
+ "112 113 2019-01-02 FleetX AI \n",
+ "139 140 2018-11-22 Skillbox Social Network \n",
+ "\n",
+ " SubVertical City Location \\\n",
+ "20 Indian Burger Brand Gurgaon \n",
+ "34 Beauty and Grooming Gurgaon \n",
+ "58 Product Review Gurgaon \n",
+ "89 Cabs Bengaluru \n",
+ "91 Fashion and Shopping Delhi \n",
+ "112 Logistics Gurgaon \n",
+ "139 Art Gurugram \n",
+ "\n",
+ " Investors Name InvestmentnType \\\n",
+ "20 RB Investments Venture \n",
+ "34 Ayushmann Khurana Corporate Round \n",
+ "58 Vir Sanghvi Series A \n",
+ "89 Tata Sons Series A \n",
+ "91 Indian Angel Network and other angel investors... Bridge Round \n",
+ "112 India Quotient and LetsVenture\\\\xe2\\\\x80\\\\x99s... Pre Series A \n",
+ "139 Individual investors Seed Funding \n",
+ "\n",
+ " Amount in USD Remarks Year \n",
+ "20 undisclosed NaN 2019.0 \n",
+ "34 unknown NaN 2019.0 \n",
+ "58 Undisclosed NaN 2019.0 \n",
+ "89 undisclosed NaN 2019.0 \n",
+ "91 undisclosed NaN 2019.0 \n",
+ "112 Undisclosed NaN 2019.0 \n",
+ "139 Undisclosed NaN 2018.0 "
+ ]
+ },
+ "execution_count": 31,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#some of the positions have ['undisclosed','Undisclosed','unknown'] kind of values therefore locating those positions\n",
+ "\n",
+ "l=df[df['Amount in USD'].isin(['undisclosed','Undisclosed','unknown'])]\n",
+ "l"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "id": "30cb709a",
+ "metadata": {
+ "id": "keMGwqrbv8c4",
+ "papermill": {
+ "duration": 0.052713,
+ "end_time": "2023-08-09T08:52:27.473867",
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+ "start_time": "2023-08-09T08:52:27.421154",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#dropping all the rows where ['undisclosed','Undisclosed','unknown'] values are present\n",
+ "\n",
+ "df.drop(l.index, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 33,
+ "id": "e224ef65",
+ "metadata": {
+ "id": "_uZhTf74wXHq",
+ "papermill": {
+ "duration": 0.054532,
+ "end_time": "2023-08-09T08:52:27.569696",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:27.515164",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#some of the positions have values which cannot be converted to umerical data\n",
+ "#therefore errors='coerce' will replace the non convertible values to NAN (not a number).\n",
+ "\n",
+ "df['Amount in USD']=pd.to_numeric(df['Amount in USD'], errors='coerce')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
+ "id": "5f0486a3",
+ "metadata": {
+ "id": "j1bQ6Jio0_gD",
+ "outputId": "4623e006-715c-46f0-ad5f-4d3c357908ce",
+ "papermill": {
+ "duration": 0.054161,
+ "end_time": "2023-08-09T08:52:27.664991",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:27.610830",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "971"
+ ]
+ },
+ "execution_count": 34,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df['Amount in USD'].isnull().sum()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "id": "57b88cdb",
+ "metadata": {
+ "id": "Fv6PLGn70rja",
+ "papermill": {
+ "duration": 0.051337,
+ "end_time": "2023-08-09T08:52:27.757773",
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+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#Filling the null values with 0\n",
+ "\n",
+ "df['Amount in USD']=df['Amount in USD'].fillna(0)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "id": "01f57fab",
+ "metadata": {
+ "id": "xRnHntRAxDHR",
+ "outputId": "e40c8b60-8bc1-4884-e2e9-7c468bfcf91a",
+ "papermill": {
+ "duration": 0.067842,
+ "end_time": "2023-08-09T08:52:27.867309",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:27.799467",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Int64Index: 3037 entries, 0 to 3043\n",
+ "Data columns (total 11 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 Sr No 3037 non-null int64 \n",
+ " 1 Date 3034 non-null datetime64[ns]\n",
+ " 2 Startup Name 3037 non-null object \n",
+ " 3 Industry Vertical 3037 non-null object \n",
+ " 4 SubVertical 2101 non-null object \n",
+ " 5 City Location 2857 non-null object \n",
+ " 6 Investors Name 3013 non-null object \n",
+ " 7 InvestmentnType 3033 non-null object \n",
+ " 8 Amount in USD 3037 non-null float64 \n",
+ " 9 Remarks 419 non-null object \n",
+ " 10 Year 3034 non-null float64 \n",
+ "dtypes: datetime64[ns](1), float64(2), int64(1), object(7)\n",
+ "memory usage: 284.7+ KB\n"
+ ]
+ }
+ ],
+ "source": [
+ "#now we have all the entries in the 'Amount in USD' coulumn.\n",
+ "#but earlier values which were null or unacceptable is being converted or filled with 0.\n",
+ "\n",
+ "df.info()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 37,
+ "id": "2e1a5393",
+ "metadata": {
+ "id": "Uw65Gz5A1EHl",
+ "outputId": "6c40f1e6-e678-408f-99d6-5965ca423fdb",
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+ "start_time": "2023-08-09T08:52:27.909126",
+ "status": "completed"
+ },
+ "tags": []
+ },
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+ " | \n",
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+ " Year Amount in USD\n",
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+ "\n",
+ "\n",
+ "Year_wise_funding_count=df.groupby('Year')['Amount in USD'].size().reset_index()\n",
+ "Year_wise_funding_count"
+ ]
+ },
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+ "id": "62a330be",
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.lineplot(x='Year',y='Amount in USD', data=Year_wise_funding_count, linewidth=2, color='red', marker='o')\n",
+ "plt.xlabel('Year',fontsize=12)\n",
+ "plt.ylabel('Number of Fundings', fontsize=12)\n",
+ "plt.title('Number of fundings / Year', fontsize=15)\n",
+ "plt.yticks(Year_wise_funding_count['Amount in USD'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 39,
+ "id": "c793e89e",
+ "metadata": {
+ "id": "dF1mnpQ51D_H",
+ "outputId": "5f8a7c39-f275-4420-be4a-344b3865b2ad",
+ "papermill": {
+ "duration": 0.062577,
+ "end_time": "2023-08-09T08:52:28.704453",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:28.641876",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Year | \n",
+ " Amount in USD | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 2015.0 | \n",
+ " 8.600357e+09 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 2016.0 | \n",
+ " 3.828089e+09 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 2017.0 | \n",
+ " 1.042931e+10 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 2018.0 | \n",
+ " 5.122368e+09 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 2019.0 | \n",
+ " 9.700919e+09 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " 2020.0 | \n",
+ " 3.902073e+08 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Year Amount in USD\n",
+ "0 2015.0 8.600357e+09\n",
+ "1 2016.0 3.828089e+09\n",
+ "2 2017.0 1.042931e+10\n",
+ "3 2018.0 5.122368e+09\n",
+ "4 2019.0 9.700919e+09\n",
+ "5 2020.0 3.902073e+08"
+ ]
+ },
+ "execution_count": 39,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "Year_wise_funding_amount=df.groupby('Year')['Amount in USD'].sum().reset_index()\n",
+ "Year_wise_funding_amount"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 40,
+ "id": "2cffe349",
+ "metadata": {
+ "id": "bwqE54OQ-Zfg",
+ "outputId": "27153352-3b34-470d-fc10-671fe12a041a",
+ "papermill": {
+ "duration": 0.055377,
+ "end_time": "2023-08-09T08:52:28.802700",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:28.747323",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[1mYear Wise Total Funding is as follows --\n",
+ "\u001b[1m=>\u001b[0mIn year \u001b[1m2015\u001b[0m total funding received was \u001b[1m8600357368.0\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mIn year \u001b[1m2016\u001b[0m total funding received was \u001b[1m3828088608.0\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mIn year \u001b[1m2017\u001b[0m total funding received was \u001b[1m10429309730.0\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mIn year \u001b[1m2018\u001b[0m total funding received was \u001b[1m5122368369.0\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mIn year \u001b[1m2019\u001b[0m total funding received was \u001b[1m9700918535.22\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mIn year \u001b[1m2020\u001b[0m total funding received was \u001b[1m390207254.0\u001b[0m\n"
+ ]
+ }
+ ],
+ "source": [
+ "bold = '\\033[1m'\n",
+ "reset = '\\033[0m'\n",
+ "year = Year_wise_funding_amount['Year']\n",
+ "total_amount = Year_wise_funding_amount['Amount in USD']\n",
+ "my_dict = dict(zip(year, total_amount))\n",
+ "print(f'{bold}Year Wise Total Funding is as follows --')\n",
+ "for key, value in my_dict.items():\n",
+ " print(f'{bold}=>{reset}In year {bold}{int(key)}{reset} total funding received was {bold}{value}{reset}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 41,
+ "id": "3bd4898b",
+ "metadata": {
+ "id": "vnK-HPMjS6Bl",
+ "outputId": "e9ca23c3-a5af-4c2e-af7a-aadf9410bee0",
+ "papermill": {
+ "duration": 0.34441,
+ "end_time": "2023-08-09T08:52:29.191465",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:28.847055",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.lineplot(x='Year',y='Amount in USD', data=Year_wise_funding_amount, linewidth=1.5, color='blue', marker='o')\n",
+ "plt.xlabel('Year',fontsize=12)\n",
+ "plt.ylabel('Amount of Fundings in USD', fontsize=12)\n",
+ "plt.title('Amount of fundings / Year', fontsize=15)\n",
+ "plt.yticks(Year_wise_funding_amount['Amount in USD'])\n",
+ "plt.ticklabel_format(style='plain', axis='y')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 42,
+ "id": "76452e39",
+ "metadata": {
+ "id": "Fc3gDCoulcVN",
+ "outputId": "41737463-5916-4c34-a269-53027510bee1",
+ "papermill": {
+ "duration": 0.056264,
+ "end_time": "2023-08-09T08:52:29.468152",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:29.411888",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array(['Bengaluru', 'Gurgaon', 'New Delhi', 'Mumbai', 'Chennai', 'Pune',\n",
+ " 'Noida', 'Faridabad', 'San Francisco', 'San Jose,', 'Amritsar',\n",
+ " 'Delhi', 'Kormangala', 'Tulangan', 'Hyderabad', 'Burnsville',\n",
+ " 'Menlo Park', 'Gurugram', 'Palo Alto', 'Santa Monica', 'Singapore',\n",
+ " 'Taramani', 'Andheri', 'Chembur', 'Nairobi', 'Haryana', 'New York',\n",
+ " 'Karnataka', 'Mumbai/Bengaluru', 'Bhopal',\n",
+ " 'Bengaluru and Gurugram', 'India/Singapore', 'Jaipur', 'India/US',\n",
+ " 'Nagpur', 'Indore', 'New York, Bengaluru', 'California', 'India',\n",
+ " 'Ahemadabad', 'Rourkela', 'Srinagar', 'Bhubneswar', 'Chandigarh',\n",
+ " 'Delhi & Cambridge', 'Kolkatta', 'Kolkata', 'Coimbatore',\n",
+ " 'Bangalore', 'Udaipur', nan, 'Ahemdabad', 'Bhubaneswar',\n",
+ " 'Ahmedabad', 'Surat', 'Goa', 'Uttar Pradesh', 'Nw Delhi', 'Gaya',\n",
+ " 'Vadodara', 'Trivandrum', 'Missourie', 'Panaji', 'Gwalior',\n",
+ " 'Karur', 'Udupi', 'Kochi', 'Agra', 'Bangalore/ Bangkok', 'Hubli',\n",
+ " 'Kerala', 'Kozhikode', 'US', 'Siliguri', 'USA', 'Lucknow',\n",
+ " 'Kanpur', 'SFO / Bangalore', 'London', 'Seattle / Bangalore',\n",
+ " 'Pune/Seattle', 'Pune / Dubai', 'Bangalore / SFO', 'Varanasi',\n",
+ " 'New Delhi / US', 'Mumbai / UK', 'Jodhpur', 'Hyderabad/USA',\n",
+ " 'Boston', 'Bangalore / Palo Alto', 'Mumbai / NY', 'USA/India',\n",
+ " 'Goa/Hyderabad', 'Noida / Singapore', 'Belgaum', 'Pune / US',\n",
+ " 'Chennai/ Singapore', 'Pune / Singapore', 'Bangalore / San Mateo',\n",
+ " 'New York/ India', 'US/India', 'Gurgaon / SFO', 'Bangalore / USA',\n",
+ " 'New Delhi/ Houston', 'Mumbai / Global', 'India / US',\n",
+ " '\\\\\\\\xc2\\\\\\\\xa0Noida', '\\\\\\\\xc2\\\\\\\\xa0Bangalore',\n",
+ " '\\\\\\\\xc2\\\\\\\\xa0Gurgaon', '\\\\\\\\xc2\\\\\\\\xa0New Delhi',\n",
+ " '\\\\\\\\xc2\\\\\\\\xa0Mumbai', 'New Delhi / California',\n",
+ " 'Dallas / Hyderabad'], dtype=object)"
+ ]
+ },
+ "execution_count": 42,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df['City Location'].unique()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 43,
+ "id": "79f1c2e7",
+ "metadata": {
+ "id": "LhZoczy08X5B",
+ "papermill": {
+ "duration": 0.059156,
+ "end_time": "2023-08-09T08:52:29.572252",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:29.513096",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "df.dropna(subset='City Location', inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 44,
+ "id": "e10182c2",
+ "metadata": {
+ "id": "mg2RFfen8FW3",
+ "papermill": {
+ "duration": 0.055918,
+ "end_time": "2023-08-09T08:52:29.673787",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:29.617869",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#For few startups multiple locations are given, one Indian and one Foreign.\n",
+ "#therefore taking those startups in Indian startup also.\n",
+ "#In most of the cases Indian city names are at first position, so taking only first position.\n",
+ "\n",
+ "df['City Location']=df['City Location'].apply(lambda x : x.split('/')[0] if '/' in x else x)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 45,
+ "id": "1a5b8a51",
+ "metadata": {
+ "id": "taYBEZiuaLw7",
+ "papermill": {
+ "duration": 0.071668,
+ "end_time": "2023-08-09T08:52:29.789677",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:29.718009",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#Cleaning the data in \"City Location\" column\n",
+ "#correcting the values which are indicating the same cities but have variation in spellings and are case sensitive\n",
+ "#and also correcting the values which are not in proper string format.\n",
+ "\n",
+ "df['City Location'] = df['City Location'].replace('Delhi', 'New Delhi')\n",
+ "df['City Location'] = df['City Location'].replace('Bengaluru', 'Bangalore')\n",
+ "df['City Location'] = df['City Location'].replace('Gurugram', 'Gurgaon')\n",
+ "df['City Location'] = df['City Location'].replace('New York, Bengaluru', 'Bangalore')\n",
+ "df['City Location'] = df['City Location'].replace('Delhi & Cambridge', 'New Delhi')\n",
+ "df['City Location'] = df['City Location'].replace('Kolkatta', 'Kolkata')\n",
+ "df['City Location'] = df['City Location'].replace('Ahemadabad', 'Ahemdabad')\n",
+ "df['City Location'] = df['City Location'].replace('Bhubaneswar', 'Bhubneswar')\n",
+ "df['City Location'] = df['City Location'].replace('Nw Delhi', 'New Delhi')\n",
+ "df['City Location'] = df['City Location'].replace('\\\\\\\\xc2\\\\\\\\xa0Noida', 'Noida')\n",
+ "df['City Location'] = df['City Location'].replace('\\\\\\\\xc2\\\\\\\\xa0Bangalore', 'Bangalore')\n",
+ "df['City Location'] = df['City Location'].replace('\\\\\\\\xc2\\\\\\\\xa0Gurgaon', 'Gurgaon')\n",
+ "df['City Location'] = df['City Location'].replace('\\\\\\\\xc2\\\\\\\\xa0New Delhi', 'New Delhi')\n",
+ "df['City Location'] = df['City Location'].replace('\\\\\\\\xc2\\\\\\\\xa0Mumbai', 'Mumbai')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 46,
+ "id": "aab8817a",
+ "metadata": {
+ "id": "wFvn2xEkbHgp",
+ "papermill": {
+ "duration": 0.055643,
+ "end_time": "2023-08-09T08:52:29.888967",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:29.833324",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#After doing above operation \"Delhi\" will be replaced by \"New Delhi\"\n",
+ "#But \"New Delhi\" which is already present will also changed to \"New New Delhi\"\n",
+ "#Hence overcoming this situation, I am replacing extra \"New\" word with \"Blank Space\"\n",
+ "\n",
+ "df['City Location'] = df['City Location'].replace('New','')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "29d7ca30",
+ "metadata": {
+ "id": "WwqbHRs7tceC",
+ "papermill": {
+ "duration": 0.043561,
+ "end_time": "2023-08-09T08:52:29.976600",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:29.933039",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "source": [
+ "**7) Find out which cities are generally chosen for starting a startup.**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 47,
+ "id": "46f0d552",
+ "metadata": {
+ "id": "crhA1lKWkj0Y",
+ "outputId": "da26886d-732e-4cc7-ba6d-8b183436cdc3",
+ "papermill": {
+ "duration": 0.062327,
+ "end_time": "2023-08-09T08:52:30.083308",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:30.020981",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
+ " index | \n",
+ " City Location | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Bangalore | \n",
+ " 844 | \n",
+ "
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+ " \n",
+ " 1 | \n",
+ " Mumbai | \n",
+ " 570 | \n",
+ "
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+ " \n",
+ " 2 | \n",
+ " New Delhi | \n",
+ " 460 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Gurgaon | \n",
+ " 336 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Pune | \n",
+ " 106 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Hyderabad | \n",
+ " 100 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Chennai | \n",
+ " 98 | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Noida | \n",
+ " 93 | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Ahmedabad | \n",
+ " 38 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " Jaipur | \n",
+ " 30 | \n",
+ "
\n",
+ " \n",
+ "
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+ "
"
+ ],
+ "text/plain": [
+ " index City Location\n",
+ "0 Bangalore 844\n",
+ "1 Mumbai 570\n",
+ "2 New Delhi 460\n",
+ "3 Gurgaon 336\n",
+ "4 Pune 106\n",
+ "5 Hyderabad 100\n",
+ "6 Chennai 98\n",
+ "7 Noida 93\n",
+ "8 Ahmedabad 38\n",
+ "9 Jaipur 30"
+ ]
+ },
+ "execution_count": 47,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#list of cities are generally chosen for starting a startup\n",
+ "\n",
+ "cities = df['City Location'].value_counts().reset_index().head(10)\n",
+ "cities"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 48,
+ "id": "4a933e68",
+ "metadata": {
+ "id": "ooK7YFdjTtUp",
+ "outputId": "c667dc97-9e25-41c7-c4ef-e7745b3ca297",
+ "papermill": {
+ "duration": 0.064116,
+ "end_time": "2023-08-09T08:52:30.280146",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:30.216030",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " City Location | \n",
+ " Startup Name | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Bangalore | \n",
+ " 844 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Mumbai | \n",
+ " 570 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " New Delhi | \n",
+ " 460 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Gurgaon | \n",
+ " 336 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Pune | \n",
+ " 106 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Hyderabad | \n",
+ " 100 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Chennai | \n",
+ " 98 | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Noida | \n",
+ " 93 | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Ahmedabad | \n",
+ " 38 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " Jaipur | \n",
+ " 30 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " City Location Startup Name\n",
+ "0 Bangalore 844\n",
+ "1 Mumbai 570\n",
+ "2 New Delhi 460\n",
+ "3 Gurgaon 336\n",
+ "4 Pune 106\n",
+ "5 Hyderabad 100\n",
+ "6 Chennai 98\n",
+ "7 Noida 93\n",
+ "8 Ahmedabad 38\n",
+ "9 Jaipur 30"
+ ]
+ },
+ "execution_count": 48,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#list of top 10 Indian cities which have most number of startups.\n",
+ "\n",
+ "top_ten_city = df.groupby('City Location')['Startup Name'].size().sort_values(ascending=False).reset_index().head(10)\n",
+ "top_ten_city"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 49,
+ "id": "68415be2",
+ "metadata": {
+ "id": "Ohr_4BvgW_fY",
+ "outputId": "d935241c-507a-4b43-a7b7-2d96e7d5adb0",
+ "papermill": {
+ "duration": 0.313306,
+ "end_time": "2023-08-09T08:52:30.737010",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:30.423704",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "([,\n",
+ " ,\n",
+ " ,\n",
+ " ,\n",
+ " ,\n",
+ " ,\n",
+ " ,\n",
+ " ,\n",
+ " ,\n",
+ " ],\n",
+ " [Text(0.6024396236574787, 0.9203621568966401, 'Bangalore'),\n",
+ " Text(-0.9707027530029663, 0.5174322808952515, 'Mumbai'),\n",
+ " Text(-0.8270414660858143, -0.725260238379733, 'New Delhi'),\n",
+ " Text(0.09226028790342534, -1.0961240984833684, 'Gurgaon'),\n",
+ " Text(0.6238895392981886, -0.9059590734433285, 'Pune'),\n",
+ " Text(0.8227685461007729, -0.7301040470694712, 'Hyderabad'),\n",
+ " Text(0.9688736851518865, -0.5208490973594975, 'Chennai'),\n",
+ " Text(1.0604573102392387, -0.2922846098585402, 'Noida'),\n",
+ " Text(1.092722421907488, -0.12632382459628835, 'Ahmedabad'),\n",
+ " Text(1.0993173308868678, -0.03874798074445947, 'Jaipur')],\n",
+ " [Text(0.32860343108589746, 0.5020157219436219, '31.55%'),\n",
+ " Text(-0.5294742289107088, 0.28223578957922807, '21.31%'),\n",
+ " Text(-0.4511135269558987, -0.3955964936616725, '17.20%'),\n",
+ " Text(0.05032379340186837, -0.5978858719000191, '12.56%'),\n",
+ " Text(0.3403033850717392, -0.49415949460545183, '3.96%'),\n",
+ " Text(0.4487828433276943, -0.3982385711288024, '3.74%'),\n",
+ " Text(0.5284765555373926, -0.2840995076506349, '3.66%'),\n",
+ " Text(0.5784312601304938, -0.15942796901374917, '3.48%'),\n",
+ " Text(0.5960304119495389, -0.06890390432524819, '1.42%'),\n",
+ " Text(0.5996276350292006, -0.021135262224250616, '1.12%')])"
+ ]
+ },
+ "execution_count": 49,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize=(20,8))\n",
+ "plt.pie(cities['City Location'], labels=cities['index'], autopct='%0.2f%%')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 50,
+ "id": "b3f660f3",
+ "metadata": {
+ "id": "tynuYz8svfY1",
+ "papermill": {
+ "duration": 0.058873,
+ "end_time": "2023-08-09T08:52:30.951647",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:30.892774",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "ncities = df['City Location'].value_counts().reset_index().head(20)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 51,
+ "id": "58c7d543",
+ "metadata": {
+ "id": "HPmPXnyNvfVH",
+ "outputId": "7c4f6b7d-fe69-4302-9501-1ed63ed44837",
+ "papermill": {
+ "duration": 0.059053,
+ "end_time": "2023-08-09T08:52:31.056197",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:30.997144",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "City named \u001b[1mBangalore\u001b[0m have \u001b[1m844\u001b[0m number of Startup\n",
+ "City named \u001b[1mMumbai\u001b[0m have \u001b[1m570\u001b[0m number of Startup\n",
+ "City named \u001b[1mNew Delhi\u001b[0m have \u001b[1m460\u001b[0m number of Startup\n",
+ "City named \u001b[1mGurgaon\u001b[0m have \u001b[1m336\u001b[0m number of Startup\n",
+ "City named \u001b[1mPune\u001b[0m have \u001b[1m106\u001b[0m number of Startup\n",
+ "City named \u001b[1mHyderabad\u001b[0m have \u001b[1m100\u001b[0m number of Startup\n",
+ "City named \u001b[1mChennai\u001b[0m have \u001b[1m98\u001b[0m number of Startup\n",
+ "City named \u001b[1mNoida\u001b[0m have \u001b[1m93\u001b[0m number of Startup\n",
+ "City named \u001b[1mAhmedabad\u001b[0m have \u001b[1m38\u001b[0m number of Startup\n",
+ "City named \u001b[1mJaipur\u001b[0m have \u001b[1m30\u001b[0m number of Startup\n",
+ "City named \u001b[1mKolkata\u001b[0m have \u001b[1m22\u001b[0m number of Startup\n",
+ "City named \u001b[1mIndore\u001b[0m have \u001b[1m13\u001b[0m number of Startup\n",
+ "City named \u001b[1mGoa\u001b[0m have \u001b[1m11\u001b[0m number of Startup\n",
+ "City named \u001b[1mChandigarh\u001b[0m have \u001b[1m11\u001b[0m number of Startup\n",
+ "City named \u001b[1mVadodara\u001b[0m have \u001b[1m10\u001b[0m number of Startup\n",
+ "City named \u001b[1mSingapore\u001b[0m have \u001b[1m8\u001b[0m number of Startup\n",
+ "City named \u001b[1mPune \u001b[0m have \u001b[1m6\u001b[0m number of Startup\n",
+ "City named \u001b[1mBangalore \u001b[0m have \u001b[1m5\u001b[0m number of Startup\n",
+ "City named \u001b[1mCoimbatore\u001b[0m have \u001b[1m5\u001b[0m number of Startup\n",
+ "City named \u001b[1mIndia\u001b[0m have \u001b[1m4\u001b[0m number of Startup\n"
+ ]
+ }
+ ],
+ "source": [
+ "bold='\\033[1m'\n",
+ "reset = '\\033[0m'\n",
+ "city = ncities['index']\n",
+ "startups = ncities['City Location']\n",
+ "my_dict2 = dict(zip(city,startups))\n",
+ "for key, value in my_dict2.items():\n",
+ " print(f'City named {bold}{key}{reset} have {bold}{value}{reset} number of Startup')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 52,
+ "id": "3b8e9b2e",
+ "metadata": {
+ "id": "WH-a3aFGvfQh",
+ "outputId": "d7e357be-0d55-447d-ed9a-a9079fd0081c",
+ "papermill": {
+ "duration": 0.061942,
+ "end_time": "2023-08-09T08:52:31.346441",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:31.284499",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "City named \u001b[1mBangalore\u001b[0m have \u001b[1m844\u001b[0m number of Startup\n",
+ "City named \u001b[1mMumbai\u001b[0m have \u001b[1m570\u001b[0m number of Startup\n",
+ "City named \u001b[1mNew Delhi\u001b[0m have \u001b[1m460\u001b[0m number of Startup\n",
+ "City named \u001b[1mGurgaon\u001b[0m have \u001b[1m336\u001b[0m number of Startup\n",
+ "City named \u001b[1mPune\u001b[0m have \u001b[1m106\u001b[0m number of Startup\n"
+ ]
+ }
+ ],
+ "source": [
+ "npcities = df['City Location'].value_counts().reset_index().head(5)\n",
+ "bold='\\033[1m'\n",
+ "reset = '\\033[0m'\n",
+ "city = npcities['index']\n",
+ "startups = npcities['City Location']\n",
+ "my_dict2 = dict(zip(city,startups))\n",
+ "for key, value in my_dict2.items():\n",
+ " print(f'City named {bold}{key}{reset} have {bold}{value}{reset} number of Startup')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 53,
+ "id": "1fbbda32",
+ "metadata": {
+ "id": "Tbm9bkIIvfLE",
+ "outputId": "4f08145e-1546-43fd-c11a-3c836f12146f",
+ "papermill": {
+ "duration": 0.065792,
+ "end_time": "2023-08-09T08:52:31.640913",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:31.575121",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " City Location | \n",
+ " Amount in USD | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Bangalore | \n",
+ " 1.848541e+10 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Mumbai | \n",
+ " 4.927985e+09 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Gurgaon | \n",
+ " 3.871229e+09 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " New Delhi | \n",
+ " 3.293272e+09 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Noida | \n",
+ " 1.262864e+09 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Chennai | \n",
+ " 7.187670e+08 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Pune | \n",
+ " 6.480820e+08 | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Menlo Park | \n",
+ " 4.500000e+08 | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Hyderabad | \n",
+ " 4.016762e+08 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " India | \n",
+ " 3.195000e+08 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " City Location Amount in USD\n",
+ "0 Bangalore 1.848541e+10\n",
+ "1 Mumbai 4.927985e+09\n",
+ "2 Gurgaon 3.871229e+09\n",
+ "3 New Delhi 3.293272e+09\n",
+ "4 Noida 1.262864e+09\n",
+ "5 Chennai 7.187670e+08\n",
+ "6 Pune 6.480820e+08\n",
+ "7 Menlo Park 4.500000e+08\n",
+ "8 Hyderabad 4.016762e+08\n",
+ "9 India 3.195000e+08"
+ ]
+ },
+ "execution_count": 53,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "top_ten_city_funding = df.groupby('City Location')['Amount in USD'].sum().sort_values(ascending=False).reset_index()\n",
+ "top_ten_city_funding.head(10)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 54,
+ "id": "797e6105",
+ "metadata": {
+ "id": "GFxox7hNJV_k",
+ "outputId": "cd50b75e-90bb-4af9-f9ed-0f2644351300",
+ "papermill": {
+ "duration": 0.471658,
+ "end_time": "2023-08-09T08:52:32.158721",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:31.687063",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/114222180.py:1: FutureWarning: \n",
+ "\n",
+ "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
+ "\n",
+ " sns.barplot(x='City Location', y='Amount in USD',data=top_ten_city_funding.head(10), palette='plasma')\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, '(Top 10)\\nTotal Funding/ City')"
+ ]
+ },
+ "execution_count": 54,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.barplot(x='City Location', y='Amount in USD',data=top_ten_city_funding.head(10), palette='plasma')\n",
+ "plt.xticks(rotation=90)\n",
+ "plt.ticklabel_format(style='plain', axis='y')\n",
+ "plt.xlabel('City Name',fontsize=12)\n",
+ "plt.ylabel('Total Amount(USD)', fontsize=12)\n",
+ "plt.title('(Top 10)\\nTotal Funding/ City', fontsize=15)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 55,
+ "id": "032fb875",
+ "metadata": {
+ "id": "6i1_YgMKvfIR",
+ "outputId": "ecea4d54-54f0-417e-f0d9-713aa05cf491",
+ "papermill": {
+ "duration": 0.060409,
+ "end_time": "2023-08-09T08:52:32.360215",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:32.299806",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "36800215996.22"
+ ]
+ },
+ "execution_count": 55,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Finding Out total number of Funding Amount\n",
+ "\n",
+ "total_funding = df['Amount in USD'].sum()\n",
+ "total_funding"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 56,
+ "id": "7b87c71a",
+ "metadata": {
+ "id": "6CPPz39xvfFk",
+ "outputId": "634d582b-02ae-44bb-e8ef-22768eca9b01",
+ "papermill": {
+ "duration": 0.067906,
+ "end_time": "2023-08-09T08:52:32.475286",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:32.407380",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " City_Name | \n",
+ " Total_Funding_Received | \n",
+ " Overall_Percentage_Weighted | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Bangalore | \n",
+ " 18485408863 | \n",
+ " 50.231794 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Mumbai | \n",
+ " 4927985015 | \n",
+ " 13.391185 | \n",
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\n",
+ " \n",
+ " 2 | \n",
+ " Gurgaon | \n",
+ " 3871228657 | \n",
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+ " New Delhi | \n",
+ " 3293271515 | \n",
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+ " \n",
+ " 4 | \n",
+ " Noida | \n",
+ " 1262864000 | \n",
+ " 3.431676 | \n",
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\n",
+ " \n",
+ " 5 | \n",
+ " Chennai | \n",
+ " 718767000 | \n",
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\n",
+ " \n",
+ " 6 | \n",
+ " Pune | \n",
+ " 648082000 | \n",
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\n",
+ " \n",
+ " 7 | \n",
+ " Menlo Park | \n",
+ " 450000000 | \n",
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\n",
+ " \n",
+ " 8 | \n",
+ " Hyderabad | \n",
+ " 401676230 | \n",
+ " 1.091505 | \n",
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\n",
+ " \n",
+ " 9 | \n",
+ " India | \n",
+ " 319500000 | \n",
+ " 0.868201 | \n",
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\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " City_Name Total_Funding_Received Overall_Percentage_Weighted\n",
+ "0 Bangalore 18485408863 50.231794\n",
+ "1 Mumbai 4927985015 13.391185\n",
+ "2 Gurgaon 3871228657 10.519581\n",
+ "3 New Delhi 3293271515 8.949055\n",
+ "4 Noida 1262864000 3.431676\n",
+ "5 Chennai 718767000 1.953160\n",
+ "6 Pune 648082000 1.761082\n",
+ "7 Menlo Park 450000000 1.222819\n",
+ "8 Hyderabad 401676230 1.091505\n",
+ "9 India 319500000 0.868201"
+ ]
+ },
+ "execution_count": 56,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "funding_table = pd.DataFrame(top_ten_city_funding.head(10))\n",
+ "funding_table.columns = ['City_Name', 'Total_Funding_Received']\n",
+ "funding_table['Total_Funding_Received'] = funding_table['Total_Funding_Received'].apply(lambda x:int(x))\n",
+ "funding_table['Overall_Percentage_Weighted'] = (funding_table['Total_Funding_Received']/total_funding)*100\n",
+ "funding_table"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 57,
+ "id": "a081c318",
+ "metadata": {
+ "id": "exG8p2zevfDB",
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+ "exception": false,
+ "start_time": "2023-08-09T08:52:32.616770",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " City_Name | \n",
+ " Total_Funding_Received | \n",
+ " Overall_Percentage_Weighted | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Bangalore | \n",
+ " 18485408863 | \n",
+ " 50.23% | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Mumbai | \n",
+ " 4927985015 | \n",
+ " 13.39% | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Gurgaon | \n",
+ " 3871228657 | \n",
+ " 10.52% | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " New Delhi | \n",
+ " 3293271515 | \n",
+ " 8.95% | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Noida | \n",
+ " 1262864000 | \n",
+ " 3.43% | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Chennai | \n",
+ " 718767000 | \n",
+ " 1.95% | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Pune | \n",
+ " 648082000 | \n",
+ " 1.76% | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Menlo Park | \n",
+ " 450000000 | \n",
+ " 1.22% | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Hyderabad | \n",
+ " 401676230 | \n",
+ " 1.09% | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " India | \n",
+ " 319500000 | \n",
+ " 0.87% | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
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+ ],
+ "text/plain": [
+ " City_Name Total_Funding_Received Overall_Percentage_Weighted\n",
+ "0 Bangalore 18485408863 50.23%\n",
+ "1 Mumbai 4927985015 13.39%\n",
+ "2 Gurgaon 3871228657 10.52%\n",
+ "3 New Delhi 3293271515 8.95%\n",
+ "4 Noida 1262864000 3.43%\n",
+ "5 Chennai 718767000 1.95%\n",
+ "6 Pune 648082000 1.76%\n",
+ "7 Menlo Park 450000000 1.22%\n",
+ "8 Hyderabad 401676230 1.09%\n",
+ "9 India 319500000 0.87%"
+ ]
+ },
+ "execution_count": 57,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "funding_table['Overall_Percentage_Weighted'] = ((funding_table['Total_Funding_Received']/total_funding)*100).round(2)\n",
+ "funding_table['Overall_Percentage_Weighted'] = funding_table['Overall_Percentage_Weighted'].astype(str)+'%'\n",
+ "funding_table"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 58,
+ "id": "9a7d5874",
+ "metadata": {
+ "id": "2k87bisgvexZ",
+ "outputId": "da6d8bfc-182c-4370-a889-146a16a0603f",
+ "papermill": {
+ "duration": 0.058221,
+ "end_time": "2023-08-09T08:52:32.881496",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:32.823275",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array(['Private Equity Round', 'Series C', 'Series B', 'Pre-series A',\n",
+ " 'Seed Round', 'Series A', 'Series D', 'Seed', 'Series F',\n",
+ " 'Series E', 'Debt Funding', 'Series G', 'Series H', 'Seed Funding',\n",
+ " nan, 'Funding Round', 'Maiden Round', 'pre-series A',\n",
+ " 'Seed Funding Round', 'Single Venture', 'Corporate Round',\n",
+ " 'Venture Round', 'Pre-Series A', 'Angel', 'Series J',\n",
+ " 'Angel Round', 'pre-Series A', 'Venture - Series Unknown',\n",
+ " 'Private Equity', 'Debt and Preference capital', 'Inhouse Funding',\n",
+ " 'Seed/ Angel Funding', 'Debt', 'Equity', 'Debt-Funding',\n",
+ " 'Mezzanine', 'Series B (Extension)', 'Equity Based Funding',\n",
+ " 'Private Funding', 'Seed / Angel Funding', 'Seed/Angel Funding',\n",
+ " 'Seed funding', 'Seed / Angle Funding', 'Angel / Seed Funding',\n",
+ " 'Private', 'Structured Debt', 'Term Loan', 'PrivateEquity',\n",
+ " 'Angel Funding'], dtype=object)"
+ ]
+ },
+ "execution_count": 58,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df['InvestmentnType'].unique()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 59,
+ "id": "9c087b5c",
+ "metadata": {
+ "id": "kehYsPTZj3dF",
+ "papermill": {
+ "duration": 0.061526,
+ "end_time": "2023-08-09T08:52:32.990832",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:32.929306",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "df.dropna(subset='InvestmentnType', inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 60,
+ "id": "b016b7bf",
+ "metadata": {
+ "id": "bvmB6npdveu6",
+ "outputId": "0c6d8ca0-0111-4f87-f44f-235d5de6067c",
+ "papermill": {
+ "duration": 0.067531,
+ "end_time": "2023-08-09T08:52:33.107352",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:33.039821",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array(['Private Equity', 'Series C', 'Series B', 'Pre-series A',\n",
+ " 'Seed Funding', 'Series A', 'Series D', 'Series F', 'Series E',\n",
+ " 'Debt Funding', 'Series G', 'Series H', 'Funding Round',\n",
+ " 'Maiden Round', 'pre-series A', 'Single Venture',\n",
+ " 'Corporate Round', 'Venture Round', 'Pre-Series A', 'Angel',\n",
+ " 'Series J', 'Angel Round', 'pre-Series A',\n",
+ " 'Venture - Series Unknown', 'Inhouse Funding', 'Mezzanine',\n",
+ " 'Series B (Extension)', 'Term Loan', 'Angel Funding'], dtype=object)"
+ ]
+ },
+ "execution_count": 60,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#Cleaning the data\n",
+ "df['InvestmentnType'] = df['InvestmentnType'].apply(lambda x: x.replace(x,'Private Equity') if 'Private' in x else x.replace(x,'Seed Funding')\n",
+ " if 'Seed' in x else x.replace(x, 'Debt Funding') if 'Debt' in x else x.replace(x,'Crowd Funding')\n",
+ " if 'Crowd' in x else x.replace(x,'Private Equity') if 'Equity' in x else x)\n",
+ "\n",
+ "df['InvestmentnType'].unique()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 61,
+ "id": "f20abe7d",
+ "metadata": {
+ "id": "yf8v8Sojn80j",
+ "outputId": "0f4f8fe4-7eee-44e0-90e5-a2511703cb0c",
+ "papermill": {
+ "duration": 0.081262,
+ "end_time": "2023-08-09T08:52:33.335464",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:33.254202",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Sr No | \n",
+ " Date | \n",
+ " Startup Name | \n",
+ " Industry Vertical | \n",
+ " SubVertical | \n",
+ " City Location | \n",
+ " Investors Name | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Remarks | \n",
+ " Year | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 1 | \n",
+ " 2020-09-01 | \n",
+ " BYJU’S | \n",
+ " E-Tech | \n",
+ " E-learning | \n",
+ " Bangalore | \n",
+ " Tiger Global Management | \n",
+ " Private Equity | \n",
+ " 200000000.0 | \n",
+ " NaN | \n",
+ " 2020.0 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 5 | \n",
+ " 2020-02-01 | \n",
+ " Fashor | \n",
+ " Fashion and Apparel | \n",
+ " Embroiled Clothes For Women | \n",
+ " Mumbai | \n",
+ " Sprout Venture Partners | \n",
+ " Seed Funding | \n",
+ " 1800000.0 | \n",
+ " NaN | \n",
+ " 2020.0 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " 7 | \n",
+ " 2020-10-01 | \n",
+ " Zomato | \n",
+ " Hospitality | \n",
+ " Online Food Delivery Platform | \n",
+ " Gurgaon | \n",
+ " Ant Financial | \n",
+ " Private Equity | \n",
+ " 150000000.0 | \n",
+ " NaN | \n",
+ " 2020.0 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " 10 | \n",
+ " 2019-03-12 | \n",
+ " Dhruva Space | \n",
+ " Aerospace | \n",
+ " Satellite Communication | \n",
+ " Bangalore | \n",
+ " Mumbai Angels, Ravikanth Reddy | \n",
+ " Seed Funding | \n",
+ " 50000000.0 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " 13 | \n",
+ " 14 | \n",
+ " 2019-12-16 | \n",
+ " InCred | \n",
+ " Finance | \n",
+ " Non-Banking Financial Company | \n",
+ " Mumbai | \n",
+ " NaN | \n",
+ " Debt Funding | \n",
+ " 5900000.0 | \n",
+ " NaN | \n",
+ " 2019.0 | \n",
+ "
\n",
+ " \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " 2868 | \n",
+ " 2869 | \n",
+ " 2015-04-29 | \n",
+ " Tracxn | \n",
+ " Startup Analytics platform | \n",
+ " NaN | \n",
+ " Bangalore | \n",
+ " SAIF Partners | \n",
+ " Private Equity | \n",
+ " 3500000.0 | \n",
+ " Series A | \n",
+ " 2015.0 | \n",
+ "
\n",
+ " \n",
+ " 2869 | \n",
+ " 2870 | \n",
+ " 2015-04-29 | \n",
+ " Dazo | \n",
+ " Mobile Food Ordering app | \n",
+ " NaN | \n",
+ " Bangalore | \n",
+ " Sumit Jain, Aprameya Radhakrishna, Alok Goel, ... | \n",
+ " Seed Funding | \n",
+ " 0.0 | \n",
+ " NaN | \n",
+ " 2015.0 | \n",
+ "
\n",
+ " \n",
+ " 2870 | \n",
+ " 2871 | \n",
+ " 2015-04-29 | \n",
+ " Tradelab | \n",
+ " Financial Markets Software | \n",
+ " NaN | \n",
+ " Bangalore | \n",
+ " Rainmatter | \n",
+ " Seed Funding | \n",
+ " 400000.0 | \n",
+ " NaN | \n",
+ " 2015.0 | \n",
+ "
\n",
+ " \n",
+ " 2871 | \n",
+ " 2872 | \n",
+ " 2015-04-29 | \n",
+ " PiQube | \n",
+ " Hiring Analytics platform | \n",
+ " NaN | \n",
+ " Chennai | \n",
+ " The HR Fund | \n",
+ " Seed Funding | \n",
+ " 500000.0 | \n",
+ " NaN | \n",
+ " 2015.0 | \n",
+ "
\n",
+ " \n",
+ " 2872 | \n",
+ " 2873 | \n",
+ " 2015-04-29 | \n",
+ " Travel Triangle | \n",
+ " Online Travel Marketplace | \n",
+ " NaN | \n",
+ " Noida | \n",
+ " Bessemer Venture Partners, SAIF Partners | \n",
+ " Private Equity | \n",
+ " 8000000.0 | \n",
+ " Series B | \n",
+ " 2015.0 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
2756 rows × 11 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Sr No Date Startup Name Industry Vertical \\\n",
+ "0 1 2020-09-01 BYJU’S E-Tech \n",
+ "4 5 2020-02-01 Fashor Fashion and Apparel \n",
+ "6 7 2020-10-01 Zomato Hospitality \n",
+ "9 10 2019-03-12 Dhruva Space Aerospace \n",
+ "13 14 2019-12-16 InCred Finance \n",
+ "... ... ... ... ... \n",
+ "2868 2869 2015-04-29 Tracxn Startup Analytics platform \n",
+ "2869 2870 2015-04-29 Dazo Mobile Food Ordering app \n",
+ "2870 2871 2015-04-29 Tradelab Financial Markets Software \n",
+ "2871 2872 2015-04-29 PiQube Hiring Analytics platform \n",
+ "2872 2873 2015-04-29 Travel Triangle Online Travel Marketplace \n",
+ "\n",
+ " SubVertical City Location \\\n",
+ "0 E-learning Bangalore \n",
+ "4 Embroiled Clothes For Women Mumbai \n",
+ "6 Online Food Delivery Platform Gurgaon \n",
+ "9 Satellite Communication Bangalore \n",
+ "13 Non-Banking Financial Company Mumbai \n",
+ "... ... ... \n",
+ "2868 NaN Bangalore \n",
+ "2869 NaN Bangalore \n",
+ "2870 NaN Bangalore \n",
+ "2871 NaN Chennai \n",
+ "2872 NaN Noida \n",
+ "\n",
+ " Investors Name InvestmentnType \\\n",
+ "0 Tiger Global Management Private Equity \n",
+ "4 Sprout Venture Partners Seed Funding \n",
+ "6 Ant Financial Private Equity \n",
+ "9 Mumbai Angels, Ravikanth Reddy Seed Funding \n",
+ "13 NaN Debt Funding \n",
+ "... ... ... \n",
+ "2868 SAIF Partners Private Equity \n",
+ "2869 Sumit Jain, Aprameya Radhakrishna, Alok Goel, ... Seed Funding \n",
+ "2870 Rainmatter Seed Funding \n",
+ "2871 The HR Fund Seed Funding \n",
+ "2872 Bessemer Venture Partners, SAIF Partners Private Equity \n",
+ "\n",
+ " Amount in USD Remarks Year \n",
+ "0 200000000.0 NaN 2020.0 \n",
+ "4 1800000.0 NaN 2020.0 \n",
+ "6 150000000.0 NaN 2020.0 \n",
+ "9 50000000.0 NaN 2019.0 \n",
+ "13 5900000.0 NaN 2019.0 \n",
+ "... ... ... ... \n",
+ "2868 3500000.0 Series A 2015.0 \n",
+ "2869 0.0 NaN 2015.0 \n",
+ "2870 400000.0 NaN 2015.0 \n",
+ "2871 500000.0 NaN 2015.0 \n",
+ "2872 8000000.0 Series B 2015.0 \n",
+ "\n",
+ "[2756 rows x 11 columns]"
+ ]
+ },
+ "execution_count": 61,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "four_type_invest = df[df['InvestmentnType'].isin (['Private Equity','Seed Funding','Debt Funding','Crowd Funding'])]\n",
+ "four_type_invest"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 62,
+ "id": "1517dacf",
+ "metadata": {
+ "id": "eq-5maNg0ei8",
+ "outputId": "0dde0980-9914-445a-e63a-55e26dec8be0",
+ "papermill": {
+ "duration": 0.062209,
+ "end_time": "2023-08-09T08:52:33.449583",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:33.387374",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Seed Funding 1448\n",
+ "Private Equity 1279\n",
+ "Debt Funding 29\n",
+ "Name: InvestmentnType, dtype: int64"
+ ]
+ },
+ "execution_count": 62,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "four_type_invest['InvestmentnType'].value_counts()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "id": "ed794384",
+ "metadata": {
+ "id": "SXKz8iYy0mX2",
+ "outputId": "26232be9-dc9b-4d96-97f2-39bf49388a73",
+ "papermill": {
+ "duration": 0.256063,
+ "end_time": "2023-08-09T08:52:33.755810",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:33.499747",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/2414328577.py:1: FutureWarning: \n",
+ "\n",
+ "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
+ "\n",
+ " sns.barplot(x= four_type_invest['InvestmentnType'].value_counts().index, y=four_type_invest['InvestmentnType'].value_counts(), palette='hot')\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Text(0, 0.5, 'Count')"
+ ]
+ },
+ "execution_count": 63,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.barplot(x= four_type_invest['InvestmentnType'].value_counts().index, y=four_type_invest['InvestmentnType'].value_counts(), palette='hot')\n",
+ "plt.yticks(four_type_invest['InvestmentnType'].value_counts())\n",
+ "plt.xlabel('Investment Type',fontsize=12)\n",
+ "plt.ylabel('Count',fontsize=12)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 64,
+ "id": "8f7a1c7f",
+ "metadata": {
+ "id": "2fPSnXBxpTgn",
+ "outputId": "ba607e8c-3882-4029-dc98-25604601163d",
+ "papermill": {
+ "duration": 0.071482,
+ "end_time": "2023-08-09T08:52:33.893341",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:33.821859",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Overall_%_amt_funded | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Debt Funding | \n",
+ " 1.851832e+08 | \n",
+ " 0.50 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Private Equity | \n",
+ " 2.608902e+10 | \n",
+ " 70.89 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Seed Funding | \n",
+ " 1.020499e+09 | \n",
+ " 2.77 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " InvestmentnType Amount in USD Overall_%_amt_funded\n",
+ "0 Debt Funding 1.851832e+08 0.50\n",
+ "1 Private Equity 2.608902e+10 70.89\n",
+ "2 Seed Funding 1.020499e+09 2.77"
+ ]
+ },
+ "execution_count": 64,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "amt_funded = four_type_invest.groupby('InvestmentnType')['Amount in USD'].sum().reset_index()\n",
+ "amt_funded['Overall_%_amt_funded'] = ((amt_funded['Amount in USD']/total_funding)*100).round(2)\n",
+ "amt_funded"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "id": "4ab9b5a8",
+ "metadata": {
+ "id": "Mw8cDzf1tK6n",
+ "outputId": "94cc619f-c06c-47a3-ec7c-c548938189cc",
+ "papermill": {
+ "duration": 0.060489,
+ "end_time": "2023-08-09T08:52:34.004358",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:33.943869",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "29"
+ ]
+ },
+ "execution_count": 65,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df['InvestmentnType'].nunique()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "id": "557cba5b",
+ "metadata": {
+ "id": "FCL7UL2frp0_",
+ "outputId": "96ec99b2-4582-4620-ed9a-eba543cfb297",
+ "papermill": {
+ "duration": 0.077551,
+ "end_time": "2023-08-09T08:52:34.132209",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:34.054658",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Overall_%_amt_funded | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 11 | \n",
+ " Private Equity | \n",
+ " 2.608902e+10 | \n",
+ " 70.89367 | \n",
+ "
\n",
+ " \n",
+ " 14 | \n",
+ " Series B | \n",
+ " 4.799196e+09 | \n",
+ " 13.04122 | \n",
+ "
\n",
+ " \n",
+ " 17 | \n",
+ " Series D | \n",
+ " 1.481799e+09 | \n",
+ " 4.02660 | \n",
+ "
\n",
+ " \n",
+ " 16 | \n",
+ " Series C | \n",
+ " 1.044718e+09 | \n",
+ " 2.83889 | \n",
+ "
\n",
+ " \n",
+ " 12 | \n",
+ " Seed Funding | \n",
+ " 1.020499e+09 | \n",
+ " 2.77308 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Funding Round | \n",
+ " 1.000000e+09 | \n",
+ " 2.71738 | \n",
+ "
\n",
+ " \n",
+ " 20 | \n",
+ " Series G | \n",
+ " 2.310000e+08 | \n",
+ " 0.62771 | \n",
+ "
\n",
+ " \n",
+ " 13 | \n",
+ " Series A | \n",
+ " 2.032000e+08 | \n",
+ " 0.55217 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Debt Funding | \n",
+ " 1.851832e+08 | \n",
+ " 0.50321 | \n",
+ "
\n",
+ " \n",
+ " 21 | \n",
+ " Series H | \n",
+ " 1.500000e+08 | \n",
+ " 0.40761 | \n",
+ "
\n",
+ " \n",
+ " 23 | \n",
+ " Single Venture | \n",
+ " 1.400000e+08 | \n",
+ " 0.38043 | \n",
+ "
\n",
+ " \n",
+ " 19 | \n",
+ " Series F | \n",
+ " 9.000000e+07 | \n",
+ " 0.24456 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Corporate Round | \n",
+ " 3.808000e+07 | \n",
+ " 0.10348 | \n",
+ "
\n",
+ " \n",
+ " 18 | \n",
+ " Series E | \n",
+ " 3.300000e+07 | \n",
+ " 0.08967 | \n",
+ "
\n",
+ " \n",
+ " 27 | \n",
+ " pre-Series A | \n",
+ " 2.850000e+07 | \n",
+ " 0.07745 | \n",
+ "
\n",
+ " \n",
+ " 26 | \n",
+ " Venture Round | \n",
+ " 2.000000e+07 | \n",
+ " 0.05435 | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " Pre-Series A | \n",
+ " 7.872000e+06 | \n",
+ " 0.02139 | \n",
+ "
\n",
+ " \n",
+ " 24 | \n",
+ " Term Loan | \n",
+ " 6.240000e+06 | \n",
+ " 0.01696 | \n",
+ "
\n",
+ " \n",
+ " 15 | \n",
+ " Series B (Extension) | \n",
+ " 6.000000e+06 | \n",
+ " 0.01630 | \n",
+ "
\n",
+ " \n",
+ " 28 | \n",
+ " pre-series A | \n",
+ " 5.000000e+06 | \n",
+ " 0.01359 | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Maiden Round | \n",
+ " 4.500000e+06 | \n",
+ " 0.01223 | \n",
+ "
\n",
+ " \n",
+ " 10 | \n",
+ " Pre-series A | \n",
+ " 3.000000e+06 | \n",
+ " 0.00815 | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Inhouse Funding | \n",
+ " 2.443495e+06 | \n",
+ " 0.00664 | \n",
+ "
\n",
+ " \n",
+ " 22 | \n",
+ " Series J | \n",
+ " 1.000000e+06 | \n",
+ " 0.00272 | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Mezzanine | \n",
+ " 1.000000e+06 | \n",
+ " 0.00272 | \n",
+ "
\n",
+ " \n",
+ " 25 | \n",
+ " Venture - Series Unknown | \n",
+ " 8.686000e+05 | \n",
+ " 0.00236 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Angel Round | \n",
+ " 3.196050e+05 | \n",
+ " 0.00087 | \n",
+ "
\n",
+ " \n",
+ " 0 | \n",
+ " Angel | \n",
+ " 1.450000e+05 | \n",
+ " 0.00039 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Angel Funding | \n",
+ " 0.000000e+00 | \n",
+ " 0.00000 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " InvestmentnType Amount in USD Overall_%_amt_funded\n",
+ "11 Private Equity 2.608902e+10 70.89367\n",
+ "14 Series B 4.799196e+09 13.04122\n",
+ "17 Series D 1.481799e+09 4.02660\n",
+ "16 Series C 1.044718e+09 2.83889\n",
+ "12 Seed Funding 1.020499e+09 2.77308\n",
+ "5 Funding Round 1.000000e+09 2.71738\n",
+ "20 Series G 2.310000e+08 0.62771\n",
+ "13 Series A 2.032000e+08 0.55217\n",
+ "4 Debt Funding 1.851832e+08 0.50321\n",
+ "21 Series H 1.500000e+08 0.40761\n",
+ "23 Single Venture 1.400000e+08 0.38043\n",
+ "19 Series F 9.000000e+07 0.24456\n",
+ "3 Corporate Round 3.808000e+07 0.10348\n",
+ "18 Series E 3.300000e+07 0.08967\n",
+ "27 pre-Series A 2.850000e+07 0.07745\n",
+ "26 Venture Round 2.000000e+07 0.05435\n",
+ "9 Pre-Series A 7.872000e+06 0.02139\n",
+ "24 Term Loan 6.240000e+06 0.01696\n",
+ "15 Series B (Extension) 6.000000e+06 0.01630\n",
+ "28 pre-series A 5.000000e+06 0.01359\n",
+ "7 Maiden Round 4.500000e+06 0.01223\n",
+ "10 Pre-series A 3.000000e+06 0.00815\n",
+ "6 Inhouse Funding 2.443495e+06 0.00664\n",
+ "22 Series J 1.000000e+06 0.00272\n",
+ "8 Mezzanine 1.000000e+06 0.00272\n",
+ "25 Venture - Series Unknown 8.686000e+05 0.00236\n",
+ "2 Angel Round 3.196050e+05 0.00087\n",
+ "0 Angel 1.450000e+05 0.00039\n",
+ "1 Angel Funding 0.000000e+00 0.00000"
+ ]
+ },
+ "execution_count": 66,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "amt_funded_all_type = df.groupby('InvestmentnType')['Amount in USD'].sum().reset_index()\n",
+ "amt_funded_all_type['Overall_%_amt_funded'] = ((amt_funded_all_type['Amount in USD']/total_funding)*100).round(5)\n",
+ "amt_funded_all_type = amt_funded_all_type.sort_values(by='Overall_%_amt_funded', ascending=False)\n",
+ "amt_funded_all_type"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "id": "f7be880b",
+ "metadata": {
+ "id": "jR0G3es0qKHn",
+ "outputId": "8f523eaa-e7f5-4e97-cea8-5e807afa95be",
+ "papermill": {
+ "duration": 1.077783,
+ "end_time": "2023-08-09T08:52:35.361233",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:34.283450",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'Weightage of Top 10 Funding Type among All')"
+ ]
+ },
+ "execution_count": 67,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax =plt.subplots(1,2, figsize=(22,10))\n",
+ "#plt.figure(figsize=(15,6))\n",
+ "ax[0].pie(amt_funded['Overall_%_amt_funded'], labels=amt_funded['InvestmentnType'], autopct='%0.2f%%')\n",
+ "ax[0].set_title('Weightage of Funding type Among Three',fontsize=20)\n",
+ "\n",
+ "ax[1].pie(amt_funded_all_type['Overall_%_amt_funded'], labels=amt_funded_all_type['InvestmentnType'], autopct='%0.2f%%')\n",
+ "ax[1].set_title('Weightage of Top 10 Funding Type among All',fontsize=20)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 68,
+ "id": "33829eb9",
+ "metadata": {
+ "id": "U7w2nw6BqTUl",
+ "outputId": "4d67db13-38cd-479e-a1b6-ea9da4ba5797",
+ "papermill": {
+ "duration": 0.080446,
+ "end_time": "2023-08-09T08:52:35.599797",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:35.519351",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " InvestmentnType | \n",
+ " Amount in USD | \n",
+ " Overall_%_amt_funded | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 1 | \n",
+ " Private Equity | \n",
+ " 2.608902e+10 | \n",
+ " 70.89% | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Series D | \n",
+ " 1.481799e+09 | \n",
+ " 4.03% | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Series C | \n",
+ " 1.044718e+09 | \n",
+ " 2.84% | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Seed Funding | \n",
+ " 1.020499e+09 | \n",
+ " 2.77% | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Funding Round | \n",
+ " 1.000000e+09 | \n",
+ " 2.72% | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " Series B | \n",
+ " 4.799196e+09 | \n",
+ " 13.04% | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " Series G | \n",
+ " 2.310000e+08 | \n",
+ " 0.63% | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " Series A | \n",
+ " 2.032000e+08 | \n",
+ " 0.55% | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " Debt Funding | \n",
+ " 1.851832e+08 | \n",
+ " 0.5% | \n",
+ "
\n",
+ " \n",
+ " 10 | \n",
+ " Series H | \n",
+ " 1.500000e+08 | \n",
+ " 0.41% | \n",
+ "
\n",
+ " \n",
+ " 11 | \n",
+ " Single Venture | \n",
+ " 1.400000e+08 | \n",
+ " 0.38% | \n",
+ "
\n",
+ " \n",
+ " 12 | \n",
+ " Series F | \n",
+ " 9.000000e+07 | \n",
+ " 0.24% | \n",
+ "
\n",
+ " \n",
+ " 13 | \n",
+ " Corporate Round | \n",
+ " 3.808000e+07 | \n",
+ " 0.1% | \n",
+ "
\n",
+ " \n",
+ " 14 | \n",
+ " Series E | \n",
+ " 3.300000e+07 | \n",
+ " 0.09% | \n",
+ "
\n",
+ " \n",
+ " 15 | \n",
+ " pre-Series A | \n",
+ " 2.850000e+07 | \n",
+ " 0.08% | \n",
+ "
\n",
+ " \n",
+ " 16 | \n",
+ " Venture Round | \n",
+ " 2.000000e+07 | \n",
+ " 0.05% | \n",
+ "
\n",
+ " \n",
+ " 17 | \n",
+ " Term Loan | \n",
+ " 6.240000e+06 | \n",
+ " 0.02% | \n",
+ "
\n",
+ " \n",
+ " 18 | \n",
+ " Series B (Extension) | \n",
+ " 6.000000e+06 | \n",
+ " 0.02% | \n",
+ "
\n",
+ " \n",
+ " 19 | \n",
+ " Pre-Series A | \n",
+ " 7.872000e+06 | \n",
+ " 0.02% | \n",
+ "
\n",
+ " \n",
+ " 20 | \n",
+ " pre-series A | \n",
+ " 5.000000e+06 | \n",
+ " 0.01% | \n",
+ "
\n",
+ " \n",
+ " 21 | \n",
+ " Pre-series A | \n",
+ " 3.000000e+06 | \n",
+ " 0.01% | \n",
+ "
\n",
+ " \n",
+ " 22 | \n",
+ " Maiden Round | \n",
+ " 4.500000e+06 | \n",
+ " 0.01% | \n",
+ "
\n",
+ " \n",
+ " 23 | \n",
+ " Inhouse Funding | \n",
+ " 2.443495e+06 | \n",
+ " 0.01% | \n",
+ "
\n",
+ " \n",
+ " 24 | \n",
+ " Angel Funding | \n",
+ " 0.000000e+00 | \n",
+ " 0.0% | \n",
+ "
\n",
+ " \n",
+ " 25 | \n",
+ " Series J | \n",
+ " 1.000000e+06 | \n",
+ " 0.0% | \n",
+ "
\n",
+ " \n",
+ " 26 | \n",
+ " Mezzanine | \n",
+ " 1.000000e+06 | \n",
+ " 0.0% | \n",
+ "
\n",
+ " \n",
+ " 27 | \n",
+ " Venture - Series Unknown | \n",
+ " 8.686000e+05 | \n",
+ " 0.0% | \n",
+ "
\n",
+ " \n",
+ " 28 | \n",
+ " Angel Round | \n",
+ " 3.196050e+05 | \n",
+ " 0.0% | \n",
+ "
\n",
+ " \n",
+ " 29 | \n",
+ " Angel | \n",
+ " 1.450000e+05 | \n",
+ " 0.0% | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " InvestmentnType Amount in USD Overall_%_amt_funded\n",
+ "1 Private Equity 2.608902e+10 70.89%\n",
+ "2 Series D 1.481799e+09 4.03%\n",
+ "3 Series C 1.044718e+09 2.84%\n",
+ "4 Seed Funding 1.020499e+09 2.77%\n",
+ "5 Funding Round 1.000000e+09 2.72%\n",
+ "6 Series B 4.799196e+09 13.04%\n",
+ "7 Series G 2.310000e+08 0.63%\n",
+ "8 Series A 2.032000e+08 0.55%\n",
+ "9 Debt Funding 1.851832e+08 0.5%\n",
+ "10 Series H 1.500000e+08 0.41%\n",
+ "11 Single Venture 1.400000e+08 0.38%\n",
+ "12 Series F 9.000000e+07 0.24%\n",
+ "13 Corporate Round 3.808000e+07 0.1%\n",
+ "14 Series E 3.300000e+07 0.09%\n",
+ "15 pre-Series A 2.850000e+07 0.08%\n",
+ "16 Venture Round 2.000000e+07 0.05%\n",
+ "17 Term Loan 6.240000e+06 0.02%\n",
+ "18 Series B (Extension) 6.000000e+06 0.02%\n",
+ "19 Pre-Series A 7.872000e+06 0.02%\n",
+ "20 pre-series A 5.000000e+06 0.01%\n",
+ "21 Pre-series A 3.000000e+06 0.01%\n",
+ "22 Maiden Round 4.500000e+06 0.01%\n",
+ "23 Inhouse Funding 2.443495e+06 0.01%\n",
+ "24 Angel Funding 0.000000e+00 0.0%\n",
+ "25 Series J 1.000000e+06 0.0%\n",
+ "26 Mezzanine 1.000000e+06 0.0%\n",
+ "27 Venture - Series Unknown 8.686000e+05 0.0%\n",
+ "28 Angel Round 3.196050e+05 0.0%\n",
+ "29 Angel 1.450000e+05 0.0%"
+ ]
+ },
+ "execution_count": 68,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "amt_funded_all_type = df.groupby('InvestmentnType')['Amount in USD'].sum().reset_index()\n",
+ "amt_funded_all_type['Overall_%_amt_funded'] = ((amt_funded_all_type['Amount in USD']/total_funding)*100).round(2).astype(str)+'%'\n",
+ "amt_funded_all_type = amt_funded_all_type.sort_values(by='Overall_%_amt_funded', ascending=False).set_index(np.arange(1,30))\n",
+ "amt_funded_all_type"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 69,
+ "id": "e1ba7ed9",
+ "metadata": {
+ "id": "CR2suwIPqUQ0",
+ "outputId": "d5678f37-bf55-4d0f-de6c-4beea54d91c8",
+ "papermill": {
+ "duration": 0.068413,
+ "end_time": "2023-08-09T08:52:35.721056",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:35.652643",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[1mInvestment type and percentage of amount funded with 2 decimal places after rounding off --\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mPrivate Equity\u001b[0m , Percntage ==> \u001b[1m70.89%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries D\u001b[0m , Percntage ==> \u001b[1m4.03%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries C\u001b[0m , Percntage ==> \u001b[1m2.84%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeed Funding\u001b[0m , Percntage ==> \u001b[1m2.77%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mFunding Round\u001b[0m , Percntage ==> \u001b[1m2.72%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries B\u001b[0m , Percntage ==> \u001b[1m13.04%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries G\u001b[0m , Percntage ==> \u001b[1m0.63%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries A\u001b[0m , Percntage ==> \u001b[1m0.55%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mDebt Funding\u001b[0m , Percntage ==> \u001b[1m0.5%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries H\u001b[0m , Percntage ==> \u001b[1m0.41%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSingle Venture\u001b[0m , Percntage ==> \u001b[1m0.38%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries F\u001b[0m , Percntage ==> \u001b[1m0.24%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mCorporate Round\u001b[0m , Percntage ==> \u001b[1m0.1%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries E\u001b[0m , Percntage ==> \u001b[1m0.09%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mpre-Series A\u001b[0m , Percntage ==> \u001b[1m0.08%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mVenture Round\u001b[0m , Percntage ==> \u001b[1m0.05%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mTerm Loan\u001b[0m , Percntage ==> \u001b[1m0.02%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries B (Extension)\u001b[0m , Percntage ==> \u001b[1m0.02%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mPre-Series A\u001b[0m , Percntage ==> \u001b[1m0.02%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mpre-series A\u001b[0m , Percntage ==> \u001b[1m0.01%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mPre-series A\u001b[0m , Percntage ==> \u001b[1m0.01%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mMaiden Round\u001b[0m , Percntage ==> \u001b[1m0.01%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mInhouse Funding\u001b[0m , Percntage ==> \u001b[1m0.01%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mAngel Funding\u001b[0m , Percntage ==> \u001b[1m0.0%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mSeries J\u001b[0m , Percntage ==> \u001b[1m0.0%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mMezzanine\u001b[0m , Percntage ==> \u001b[1m0.0%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mVenture - Series Unknown\u001b[0m , Percntage ==> \u001b[1m0.0%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mAngel Round\u001b[0m , Percntage ==> \u001b[1m0.0%\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mInvestement Type ==> \u001b[1mAngel\u001b[0m , Percntage ==> \u001b[1m0.0%\u001b[0m\n"
+ ]
+ }
+ ],
+ "source": [
+ "bold='\\033[1m'\n",
+ "reset = '\\033[0m'\n",
+ "intype = amt_funded_all_type['InvestmentnType']\n",
+ "per = amt_funded_all_type['Overall_%_amt_funded']\n",
+ "my_dict3 = dict(zip(intype, per))\n",
+ "print(f'{bold}Investment type and percentage of amount funded with 2 decimal places after rounding off --{reset}')\n",
+ "for k, v in my_dict3.items():\n",
+ " print(f'{bold}=>{reset}Investement Type ==> {bold}{k}{reset} , Percntage ==> {bold}{v}{reset}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "id": "ec015dc6",
+ "metadata": {
+ "id": "PIC0Y_6CqUNx",
+ "outputId": "bdeff17b-afaf-427f-d0d1-56b6d1e21a6d",
+ "papermill": {
+ "duration": 0.073284,
+ "end_time": "2023-08-09T08:52:36.179635",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:36.106351",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Industry_type | \n",
+ " Count | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 1 | \n",
+ " Consumer Internet | \n",
+ " 935 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Technology | \n",
+ " 478 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Ecommerce | \n",
+ " 333 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Healthcare | \n",
+ " 70 | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " Finance | \n",
+ " 62 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Industry_type Count\n",
+ "1 Consumer Internet 935\n",
+ "2 Technology 478\n",
+ "3 Ecommerce 333\n",
+ "4 Healthcare 70\n",
+ "5 Finance 62"
+ ]
+ },
+ "execution_count": 71,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "top_5_industry_by_count = df['Industry Vertical'].value_counts().sort_values(ascending=False).head(5).reset_index()\n",
+ "top_5_industry_by_count.columns = ['Industry_type', 'Count']\n",
+ "top_5_industry_by_count.index = np.arange(1,6)\n",
+ "top_5_industry_by_count"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "id": "3e754791",
+ "metadata": {
+ "id": "z1ma8M8mqUJ7",
+ "outputId": "827560ec-bea9-4586-b28d-98a8bc2b67e3",
+ "papermill": {
+ "duration": 0.338045,
+ "end_time": "2023-08-09T08:52:36.571327",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:36.233282",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/qh/215l544s06x3_jp987f9gdgh0000gn/T/ipykernel_99863/3766146772.py:1: FutureWarning: \n",
+ "\n",
+ "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
+ "\n",
+ " sns.barplot(x='Industry_type',y='Count',data=top_5_industry_by_count, palette='hot')\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'Top 5 Industry Type By Count\\nWhich get more easily Funding')"
+ ]
+ },
+ "execution_count": 72,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.barplot(x='Industry_type',y='Count',data=top_5_industry_by_count, palette='hot')\n",
+ "plt.xticks(rotation=90)\n",
+ "plt.xlabel('Industry Type',fontsize=12)\n",
+ "plt.ylabel('Count',fontsize=12)\n",
+ "plt.title('Top 5 Industry Type By Count\\nWhich get more easily Funding',fontsize=15)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 73,
+ "id": "582f2506",
+ "metadata": {
+ "id": "TNyR5zyYWEU8",
+ "outputId": "5f3c50f9-f02a-4ece-f1f0-7d4ca32fd9d0",
+ "papermill": {
+ "duration": 0.075965,
+ "end_time": "2023-08-09T08:52:36.811584",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:36.735619",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Industry Vertical | \n",
+ " Amount in USD | \n",
+ " Percentage_of_amt_funded | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 167 | \n",
+ " Ecommerce | \n",
+ " 9.729630e+09 | \n",
+ " 26.44% | \n",
+ "
\n",
+ " \n",
+ " 107 | \n",
+ " Consumer Internet | \n",
+ " 6.253032e+09 | \n",
+ " 16.99% | \n",
+ "
\n",
+ " \n",
+ " 688 | \n",
+ " Transportation | \n",
+ " 3.916632e+09 | \n",
+ " 10.64% | \n",
+ "
\n",
+ " \n",
+ " 685 | \n",
+ " Technology | \n",
+ " 2.229708e+09 | \n",
+ " 6.06% | \n",
+ "
\n",
+ " \n",
+ " 212 | \n",
+ " Finance | \n",
+ " 1.971438e+09 | \n",
+ " 5.36% | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Industry Vertical Amount in USD Percentage_of_amt_funded\n",
+ "167 Ecommerce 9.729630e+09 26.44%\n",
+ "107 Consumer Internet 6.253032e+09 16.99%\n",
+ "688 Transportation 3.916632e+09 10.64%\n",
+ "685 Technology 2.229708e+09 6.06%\n",
+ "212 Finance 1.971438e+09 5.36%"
+ ]
+ },
+ "execution_count": 73,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "top_5_industry_by_Funding = df.groupby('Industry Vertical')['Amount in USD'].sum().reset_index()\n",
+ "top_5_industry_by_Funding = top_5_industry_by_Funding.sort_values(by='Amount in USD', ascending=False).head(5)\n",
+ "top_5_industry_by_Funding['Percentage_of_amt_funded'] = ((top_5_industry_by_Funding['Amount in USD']/total_funding)*100).round(2).astype(str)+'%'\n",
+ "top_5_industry_by_Funding\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 74,
+ "id": "7706db79",
+ "metadata": {
+ "id": "MX2UYLDAqUHW",
+ "outputId": "abc15d37-bef9-49f4-8cae-ddf7b772069a",
+ "papermill": {
+ "duration": 0.066276,
+ "end_time": "2023-08-09T08:52:36.932833",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:36.866557",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[1mGiven is the list of Top 5 Industry Type which holds most of the funding.\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mIndustry \u001b[1mEcommerce\u001b[0m holds \u001b[1m26.44%\u001b[0m of total funding.\n",
+ "\u001b[1m=>\u001b[0mIndustry \u001b[1mConsumer Internet\u001b[0m holds \u001b[1m16.99%\u001b[0m of total funding.\n",
+ "\u001b[1m=>\u001b[0mIndustry \u001b[1mTransportation\u001b[0m holds \u001b[1m10.64%\u001b[0m of total funding.\n",
+ "\u001b[1m=>\u001b[0mIndustry \u001b[1mTechnology\u001b[0m holds \u001b[1m6.06%\u001b[0m of total funding.\n",
+ "\u001b[1m=>\u001b[0mIndustry \u001b[1mFinance\u001b[0m holds \u001b[1m5.36%\u001b[0m of total funding.\n"
+ ]
+ }
+ ],
+ "source": [
+ "bold='\\033[1m'\n",
+ "reset='\\033[0m'\n",
+ "ind_name = top_5_industry_by_Funding['Industry Vertical']\n",
+ "per_fund = top_5_industry_by_Funding['Percentage_of_amt_funded']\n",
+ "my_dict4 = dict(zip(ind_name, per_fund))\n",
+ "print(f'{bold}Given is the list of Top 5 Industry Type which holds most of the funding.{reset}')\n",
+ "for i, o in my_dict4.items():\n",
+ " print(f'{bold}=>{reset}Industry {bold}{i}{reset} holds {bold}{o}{reset} of total funding.')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 75,
+ "id": "8a52aca8",
+ "metadata": {
+ "id": "R5NcMbFHc7XK",
+ "papermill": {
+ "duration": 0.076544,
+ "end_time": "2023-08-09T08:52:37.174259",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:37.097715",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#correcting some of the startups name\n",
+ "\n",
+ "df['Startup Name'] = df['Startup Name'].replace('\"BYJU\\\\\\\\\\'S\"','BYJU’S')\n",
+ "df['Startup Name'] = df['Startup Name'].replace(\"'BYJU\\\\'S'\",\"BYJU’S\")\n",
+ "df['Startup Name'] = df['Startup Name'].replace('BYJU\\\\\\\\xe2\\\\\\\\x80\\\\\\\\x99s','BYJU’S')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('Byju\\\\\\\\xe2\\\\\\\\x80\\\\\\\\x99s','BYJU’S')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('Flipkart.com','Flipkart')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('OYO Rooms','OYO')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('Oyo','OYO')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('Oyo Rooms','OYO')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('OyoRooms','OYO')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('Oyorooms','OYO')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('Ola Cabs','Ola')\n",
+ "df['Startup Name'] = df['Startup Name'].replace('Olacabs','Ola')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 76,
+ "id": "79187d22",
+ "metadata": {
+ "id": "8YBtAiysbM2y",
+ "outputId": "4632df7c-f458-4e13-cfd3-c4b205f4cf2f",
+ "papermill": {
+ "duration": 0.077839,
+ "end_time": "2023-08-09T08:52:37.417624",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:37.339785",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Startup Name | \n",
+ " Amount in USD | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Flipkart | \n",
+ " 4.759700e+09 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Rapido Bike Taxi | \n",
+ " 3.900000e+09 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Paytm | \n",
+ " 3.148950e+09 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Ola | \n",
+ " 2.054200e+09 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " OYO | \n",
+ " 9.720000e+08 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Startup Name Amount in USD\n",
+ "0 Flipkart 4.759700e+09\n",
+ "1 Rapido Bike Taxi 3.900000e+09\n",
+ "2 Paytm 3.148950e+09\n",
+ "3 Ola 2.054200e+09\n",
+ "4 OYO 9.720000e+08"
+ ]
+ },
+ "execution_count": 76,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "top_5_startup = df.groupby('Startup Name')['Amount in USD'].sum()\n",
+ "top_5_startup.sort_values(ascending=False).reset_index().head(5)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 77,
+ "id": "3a889c6b",
+ "metadata": {
+ "id": "s6qXJHt1hyfv",
+ "outputId": "a8bce63d-7552-437a-8b5e-b4f1a6c72a15",
+ "papermill": {
+ "duration": 0.076794,
+ "end_time": "2023-08-09T08:52:37.657008",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:37.580214",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Startup Name | \n",
+ " Amount in USD | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Flipkart | \n",
+ " 4.759700e+09 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Rapido Bike Taxi | \n",
+ " 3.900000e+09 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " Paytm | \n",
+ " 3.148950e+09 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " Ola | \n",
+ " 2.054200e+09 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " OYO | \n",
+ " 9.720000e+08 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Startup Name Amount in USD\n",
+ "0 Flipkart 4.759700e+09\n",
+ "1 Rapido Bike Taxi 3.900000e+09\n",
+ "2 Paytm 3.148950e+09\n",
+ "3 Ola 2.054200e+09\n",
+ "4 OYO 9.720000e+08"
+ ]
+ },
+ "execution_count": 77,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "top_5_startup = df.groupby('Startup Name')['Amount in USD'].sum()\n",
+ "top_5_startup = top_5_startup.sort_values(ascending=False).reset_index().head(5)\n",
+ "top_5_startup"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 78,
+ "id": "27114fef",
+ "metadata": {
+ "id": "QCGvOKGybMz3",
+ "outputId": "0fbab5f8-4334-42fa-bb22-150f0e9248eb",
+ "papermill": {
+ "duration": 0.076759,
+ "end_time": "2023-08-09T08:52:38.012829",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:37.936070",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Startup Name | \n",
+ " Amount in USD | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Ola | \n",
+ " 13 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Swiggy | \n",
+ " 8 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " OYO | \n",
+ " 8 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " BYJU’S | \n",
+ " 7 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " UrbanClap | \n",
+ " 6 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Startup Name Amount in USD\n",
+ "0 Ola 13\n",
+ "1 Swiggy 8\n",
+ "2 OYO 8\n",
+ "3 BYJU’S 7\n",
+ "4 UrbanClap 6"
+ ]
+ },
+ "execution_count": 78,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "top_5_startup_rounds = df.groupby('Startup Name')['Amount in USD'].count()\n",
+ "top_5_startup_rounds = top_5_startup_rounds.sort_values(ascending=False).reset_index().head(5)\n",
+ "top_5_startup_rounds"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 79,
+ "id": "53e12b63",
+ "metadata": {
+ "id": "yzRH28OobMrS",
+ "outputId": "8d5bfc15-4a24-43dd-a695-4a83fdfe0a2d",
+ "papermill": {
+ "duration": 0.073738,
+ "end_time": "2023-08-09T08:52:38.254355",
+ "exception": false,
+ "start_time": "2023-08-09T08:52:38.180617",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[1mStartup name in descending order with respect to the number of funding round as integer value --\u001b[0m\n",
+ "\u001b[1m=>\u001b[0mStartup name \u001b[1mOla\u001b[0m have recived funding \u001b[1m13\u001b[0m number of times.\n",
+ "\u001b[1m=>\u001b[0mStartup name \u001b[1mSwiggy\u001b[0m have recived funding \u001b[1m8\u001b[0m number of times.\n",
+ "\u001b[1m=>\u001b[0mStartup name \u001b[1mOYO\u001b[0m have recived funding \u001b[1m8\u001b[0m number of times.\n",
+ "\u001b[1m=>\u001b[0mStartup name \u001b[1mBYJU’S\u001b[0m have recived funding \u001b[1m7\u001b[0m number of times.\n",
+ "\u001b[1m=>\u001b[0mStartup name \u001b[1mUrbanClap\u001b[0m have recived funding \u001b[1m6\u001b[0m number of times.\n"
+ ]
+ }
+ ],
+ "source": [
+ "bold='\\033[1m'\n",
+ "reset='\\033[0m'\n",
+ "st = top_5_startup_rounds['Startup Name']\n",
+ "am = top_5_startup_rounds['Amount in USD']\n",
+ "my_dict5 = dict(zip(st, am))\n",
+ "print(f'{bold}Startup name in descending order with respect to the number of funding round as integer value --{reset}')\n",
+ "for t, y in my_dict5.items():\n",
+ " print(f'{bold}=>{reset}Startup name {bold}{t}{reset} have recived funding {bold}{y}{reset} number of times.')"
+ ]
+ }
+ ],
+ "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": "3.11.5"
+ },
+ "papermill": {
+ "default_parameters": {},
+ "duration": 31.179149,
+ "end_time": "2023-08-09T08:52:39.736468",
+ "environment_variables": {},
+ "exception": null,
+ "input_path": "__notebook__.ipynb",
+ "output_path": "__notebook__.ipynb",
+ "parameters": {},
+ "start_time": "2023-08-09T08:52:08.557319",
+ "version": "2.4.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/Finacial Domain/Indian Startup Funding analysis/startup_funding.csv b/Finacial Domain/Indian Startup Funding analysis/startup_funding.csv
new file mode 100644
index 00000000..b6078886
--- /dev/null
+++ b/Finacial Domain/Indian Startup Funding analysis/startup_funding.csv
@@ -0,0 +1,3045 @@
+Sr No,Date dd/mm/yyyy,Startup Name,Industry Vertical,SubVertical,City Location,Investors Name,InvestmentnType,Amount in USD,Remarks
+1,09/01/2020,BYJU’S,E-Tech,E-learning,Bengaluru,Tiger Global Management,Private Equity Round,"20,00,00,000",
+2,13/01/2020,Shuttl,Transportation,App based shuttle service,Gurgaon,Susquehanna Growth Equity,Series C,"80,48,394",
+3,09/01/2020,Mamaearth,E-commerce,Retailer of baby and toddler products,Bengaluru,Sequoia Capital India,Series B,"1,83,58,860",
+4,02/01/2020,https://www.wealthbucket.in/,FinTech,Online Investment,New Delhi,Vinod Khatumal,Pre-series A,"30,00,000",
+5,02/01/2020,Fashor,Fashion and Apparel,Embroiled Clothes For Women,Mumbai,Sprout Venture Partners,Seed Round,"18,00,000",
+6,13/01/2020,Pando,Logistics,"Open-market, freight management platform",Chennai,Chiratae Ventures,Series A,"90,00,000",
+7,10/01/2020,Zomato,Hospitality,Online Food Delivery Platform,Gurgaon,Ant Financial,Private Equity Round,"15,00,00,000",
+8,12/12/2019,Ecozen,Technology,Agritech,Pune,Sathguru Catalyzer Advisors,Series A,"60,00,000",
+9,06/12/2019,CarDekho,E-Commerce,Automobile,Gurgaon,Ping An Global Voyager Fund,Series D,"7,00,00,000",
+10,03/12/2019,Dhruva Space,Aerospace,Satellite Communication,Bengaluru,"Mumbai Angels, Ravikanth Reddy",Seed,"5,00,00,000",
+11,13/12/2019,Rivigo,Technology,Logistics Services and Solutions,Gurgaon,"SAIF Partners, Spring Canter Investment Ltd.",Series F,"2,00,00,000",
+12,17/12/2019,Healthians,B2B-focused foodtech startup,Food Solutions For Corporate,Bengaluru,"Paytm, NPTK, Sabre Partners and Neoplux",Series C,"1,20,00,000",
+13,16/12/2019,Licious,E-Commerce,Online Meat And Seafood Ordering Startup,Bengaluru,Vertex Growth Fund,Series E,"3,00,00,000",
+14,16/12/2019,InCred,Finance,Non-Banking Financial Company,Mumbai,,Debt Funding,"59,00,000",
+15,14/12/2019,Trell,Video,Experience Discovery Platform,Bengaluru,Ruizheng Investment,Seed Round,"20,00,000",
+16,11/12/2019,Rein Games,Gaming,Real money based gaming startup,Noida,Manipal Education and Medical Group (MEMG),Seed Round,"5,00,00,000",
+17,20/12/2019,Lenskart.com,E-Commerce,Online Eyewear Shopping Portal,Faridabad,SoftBank Vision Fund,Series G,"23,10,00,000",
+18,13/11/2019,Freshworks,Software,Business and customer engagement tools,San Francisco,"Sequoia, CapitalG, Accel",Series H,"15,00,00,000",
+19,14/11/2019,Misters,Health and wellness,Men's Health and Wellness brand,Gurgaon,"Sauce.vc, Rainforest Ventures",Series B,"4,86,000",
+20,13/11/2019,Sunstone Eduversity Pvt. Ltd,Education,Elearning,Gurgaon,"Prime Venture Partners, LetsVenture, PS1 Venture and GlobalLogic co-founder Rajul Garg",Seed,"15,00,000",
+21,17/11/2019,Burger Singh,Food and Beverage,Indian Burger Brand,Gurgaon,RB Investments,Venture,undisclosed,
+22,18/11/2019,Healthians,Health and Wellness,Healthcare services,Gurgaon,"DG Daiwa Ventures, DG Incubation",Series B,"1,20,00,000",
+23,15/11/2019,Ninjacart,B2B Marketing,Agritech,Bengaluru,Trifecta Capital Advisors,Debt Funding,"2,60,00,000",
+24,20/11/2019,Aye Finance,FinTech,Financial Services To MSMEs,Gurgaon,FinTech,Debt Funding,"1,74,11,265",
+25,12/11/2019,SuperGaming,Video Games,Social gaming platform,Pune,Dream Incubator,Seed Funding,"13,00,000",
+26,20/11/2019,Clumio,SaaS,Recovery software,"San Jose,","Altimeter Capital, Sutter Hill Ventures",Series C,"13,50,00,000",
+27,11/11/2019,eBikeGo,Last Mile Transportation,Electric bike rental,Amritsar,Startup Buddy,Seed,"3,00,000",
+28,19/11/2019,Digital Mall Asia,E-Commerce,Virtual e-commerce platform,Delhi,Amour Infrastructure,Seed Funding,"22,00,00,000",
+29,18/11/2019,Medikabazaar,Healthcare,B2B platform for medical supplies,Mumbai,"Ackermans & van Haaren, HealthQuad, Rebright Partners, Toppan Printing",Series B,"1,58,00,000",
+30,15/11/2019,Vogo Automotive,Last Mile Transportation,Scooter sharing app,Kormangala,"Matrix Partners, Stellaris Venture Partners, Kalaari Capital",Series B,"28,30,00,000",
+31,19/11/2019,Furtados School of Music,Education,Music Education,Tulangan,IAN Fund and DSG Consumer Partners,,"20,00,00,000",
+32,25/11/2019,Paytm,FinTech,Mobile Wallet,Noida,Vijay Shekhar Sharma,Funding Round,"1,00,00,00,000",
+33,04/10/2019,Dunzo,Customer Service,Delivery Service,Bengaluru,Lightbox,Series D,"4,50,00,000",
+34,02/10/2019,Udaan,B2B,Business development,Bengaluru,"Altimeter Capital, DST Global",Series D,"58,50,00,000",
+35,21/10/2019,The Man Company,Consumer Goods,Beauty and Grooming,Gurgaon,Ayushmann Khurana,Corporate Round,unknown,
+36,05/09/2019,FPL Technologies,FinTech,Financial Services,Pune,"Matrix Partners India, Sequoia India",Maiden Round,"45,00,000",
+37,04/09/2019,Cashflo,FinTech,Invoice discounting platform and SME lending marketplace,Mumbai,SAIF Partners,Series A,"33,00,000",
+38,04/09/2019,Digital F5,"Advertising, Marketing",Digital marketing firm,Mumbai,TIW Private Equity,Private Equity Round,"60,00,000",
+39,04/09/2019,3rdFlix,SaaS,Education Technology,Hyderabad,Exfinity Venture Partners,pre-series A,"50,00,000",
+40,04/09/2019,75F,IoT,Building automation system,Burnsville,Breakthrough Energy Ventures,Series A,"1,80,00,000",
+41,04/09/2019,Myelin Foundry,Information Technology,Deep-technology,Bengaluru,Endiya Partners,Seed,"10,00,000",
+42,04/09/2019,Atomberg Technology,Consumer Technology,"Consumer Electronics, Home Appliances",Mumbai,A91 Partners,Series A,"1,00,00,000",
+43,04/09/2019,GOQii,Health and Wellness,Wearable Fitness Bands,Menlo Park,Bennett Coleman and Company Ltd (BCCL),Series C,"45,00,00,000",
+44,03/09/2019,Vyapar App,Accounting,Mobile-based Accounting Software,Bengaluru,"India Quotient, Axilor Ventures",Series A,"50,00,000",
+45,01/08/2019,CarDekho,E-Commerce,Automotive,Gurgaon,SC GG India Mobility Holdings LLC,Series C,"2,00,00,000",nan
+46,01/08/2019,Progcap,Finance,Supply Chain Management,New Delhi,Sequoia India,Series A,"50,00,000",nan
+47,01/08/2019,MyPetrolPump,Retail,Fuel Delivery,Bengaluru,,Seed Funding Round,"16,00,000",nan
+48,01/08/2019,Alteria Capital,Finance,VC Funds,Mumbai,"Azim Premji, Binny Bansal",Single Venture,"14,00,00,000",nan
+49,01/08/2019,Pine Labs,Information Technology,Last-mile retail transaction technology,Noida,Pine Labs Pte Ltd,Corporate Round,"3,80,80,000",nan
+50,12/08/2019,Meesho,E-Commerce,Social Commerce,Bengaluru,Naspers,Series D,"12,50,00,000",nan
+51,13/08/2019,Cars24,E-Commerce,Car Retail,Gurugram,MS Dhoni,Series D,"1,10,00,000",nan
+52,13/08/2019,Uniphore,Customer Service Platform,Conversational AI,Palo Alto,March Capital Partners,Series C,"5,10,00,000",nan
+53,23/08/2019,Zendrive,Automotive,Road Safety Analytics,San Francisco,XL Innovate,Series B,"3,70,00,000",nan
+54,23/08/2019,Lo! Foods,Consumer Goods,Low carb food for Diabetics,Bengaluru,"Rashmi Daga (founder, FreshMenu), Raveen Sastry (co-founder, Myntra) and Mitesh Shah (finance chief, BookMyShow)",Seed Round,"5,00,000",nan
+55,23/08/2019,Tala,FinTech,Digital Lending Platform,Santa Monica,RPS Ventures,Series D,"11,00,00,000",nan
+56,22/08/2019,INDwealth,FinTech,Wealth Management,Gurgaon,Tiger Global Management,Venture Round,"1,50,00,000",nan
+57,21/08/2019,HungerBox,Food and Beverage,B2B Foodtech,Bengaluru,One97 Communications Ltd.,Series C,"65,90,000",nan
+58,23/08/2019,AdmitKard,EdTech,University Admissions,Noida,Growth DNA,Seed Round,"10,00,000",nan
+59,19/08/2019,Mishry Reviews,Services,Product Review,Gurgaon,Vir Sanghvi,Series A,Undisclosed,nan
+60,19/08/2019,Grofers,E-Commerce,Grocery Delivery,Gurgaon,Softbank Vision Fund,Series F,"7,00,00,000",nan
+61,27/08/2019,Rapido Bike Taxi,Transportation,Bike Taxi,Bengaluru,Westbridge Capital,Series B,"3,90,00,00,000",nan
+62,02/07/2019,RenewBuy,Finance,Auto Insurance,Gurgaon,"Lok Capital, IIFL Wealth",Series B,"1,90,00,000",nan
+63,02/07/2019,Atlan,Information Technology,Big Data,Singapore,WaterBridge Ventures,Pre-Series A,"25,00,000",nan
+64,01/07/2019,WizCounsel,Compliance,Consulting,New Delhi,Kapil Dev,Angel,"1,45,000",nan
+65,03/07/2019,Ola Cabs,Transport,Cabs,Kormangala,"DIG Investment Ab, Deshe Holdings, Samih Toukan and Hussam Khoury",Series J,"10,00,000",nan
+66,01/07/2019,Uniphore,Artificial Intelligence,Speech Recognition,Taramani,March Capital Partners,Series C,"3,80,80,000",nan
+67,04/07/2019,Daalchini Technologies,Food and Beverage,Digital Vending Machine,New Delhi,Artha Venture,Seed Round,"5,00,000",nan
+68,10/07/2019,"""BYJU\\'S""",EdTech,Education,Bengaluru,Qatar Investment Authority,Private Equity Round,"15,00,00,000",nan
+69,11/07/2019,Moglix,E-Commerce,Industrial Tools and Equipments,Singapore,"Composite Capital Management, Sequoia Capital India, Tiger Global Management",Series D,"6,00,00,000",nan
+70,10/07/2019,Ezyhaul,Tech,Logistics,Singapore,Undisclosed,Series B,"1,60,00,000",nan
+71,10/07/2019,Indus OS,Tech,Smartphone Operating System,Andheri,Ventureast,Series B,"57,50,000",nan
+72,10/07/2019,HealthAssure,Health Care,Primary care medical network,Mumbai,Blume Ventures,Series A,"25,00,000",nan
+73,09/07/2019,House of Msasaba,Luxury Label,Clothes and Apparel,Mumbai,Binny Bansal,Series A,"10,00,000",nan
+74,08/07/2019,Board Infinity,EdTech,Full-stack career platform,Chembur,Multiple Angel Investors,Angel Round,"3,19,605",nan
+75,05/06/2019,NoBroker,E-Commerce,Real Estate,Bengaluru,General Atlantic,Series C,"5,10,00,000",nan
+76,04/06/2019,Bira91,Food and Beverage,Brewery,New Delhi,Anicut Capital,Debt Funding,"1,00,00,000",nan
+77,03/06/2019,FabHotels,E-Commerce,Hospitality,Gurgaon,"Goldman Sachs, Accel Partners and Qualcomm",,"48,89,975.54",nan
+78,03/06/2019,Avail Finance,Finance,FinTech,Bengaluru,Matrix Partners,Series A,"90,00,000",nan
+79,04/06/2019,BharatPe,Finance,FinTech,New Delhi,Insight Partners,Series B,"7,50,00,000",nan
+80,04/06/2019,Recykal,Waste Management Service,Optimization,Hyderabad,"Triton Investment Advisors, Pidilite Industries director Ajay Parekh",pre-Series A,"2,60,00,000",nan
+81,03/06/2019,Agara Labs,Deep-Tech,Artificial Intelligence,Bengaluru,Blume Ventures and RTP Global,pre-Series A,"25,00,000",nan
+82,06/06/2019,Sistema.bio,Agriculture,Hybrid Reactor Biodigestor,Nairobi,"Shell Foundation, DILA CAPITAL, Engie RDE Fund, EcoEnterprise Fund, EDFIMC (ElectriFI), Endeavor Catalyst Fund, CoCapital, Triodos, Alpha Mundi, and Lendahand",,"27,39,034.68",nan
+83,06/06/2019,Chakr Innovation,Energy,Renewable Energy,New Delhi,IAN Fund,Series A,"2,60,00,000",nan
+84,06/06/2019,Pratilipi,Digital Media,E-Books,Bengaluru,Qiming Venture Partners,Series B,"1,51,09,500.00",nan
+85,10/06/2019,Bolo App,Digital Media,Video Platform,Bengaluru,Nexus Venture Partners,Seed Funding,"4,30,200",nan
+86,10/06/2019,OkCredit,FinTech,Financial Services,Haryana,Tiger Global Management,Series A,"1,55,00,000",nan
+87,06/06/2019,Biz2Credit,FinTech,Online Lending Platform,New York,WestBridge Capital,Series B,"5,20,00,000",nan
+88,08/06/2019,Vogo Automotive Pvt. Ltd.,Transportation,Dockless Scooter Rental Company,Karnataka,Alteria Capital,Debt Funding,"35,84,000",nan
+89,04/06/2019,Leegality,Services,Digital Documentation,Mumbai/Bengaluru,Mumbai Angels,Series A,"34,00,000",nan
+90,06/05/2019,Ola Electric,Transport,Cabs,Bengaluru,Tata Sons,Series A,undisclosed,nan
+91,06/05/2019,Saahas Zero Waste,Waste Management Service,Optimization,Bengaluru,C4D Partners,Venture - Series Unknown,"8,68,600",nan
+92,05/05/2019,StyleDotMe,E-commerce,Fashion and Shopping,Delhi,"Indian Angel Network and other angel investors, Innov8 founder Ritesh Malik, Josh Talks founders Supriya Paul and Shobha Banga, and former Hero Corporate president Rohit Chanana",Bridge Round,undisclosed,nan
+93,01/05/2019,BlackBuck,Transport,Logistics,Bengaluru,"Goldman Sachs Investment Partners and Silicon Valley-based Accel, Wellington, Sequoia Capital, B Capital, LightStreet, Sands Capital and International Finance Corporation,",Series D,"15,00,00,000",nan
+94,02/05/2019,Zenoti,Saas,Beauty and Wellness Industry,Hyderabad,Tiger Global Management,Series C,"5,00,00,000",nan
+95,28/05/2019,Ather Energy,Automobile,Electric Vehicle,Bengaluru,Sachin Bansal,Series C,"5,10,00,000",nan
+96,28/05/2019,FreshVnF,Agtech,Fresh Agriculture Produces,Mumbai,Equanimity Ventures,Seed Round,"14,00,00,000",nan
+97,30/05/2019,GlowRoad,E-commerce,Retail,Bengaluru,"Korea Investment Partners, Vertex Ventures",Series B,"1,15,00,000",nan
+98,31/05/2019,Bira91,Food and Beverage,Brewery,New Delhi,Sixth Sense Ventures,Series B,"56,00,000",nan
+99,16/04/2019,Kuvera,Finance,Wealth Management,Bengaluru,Eight Roads,Series A,"4,50,00,000",nan
+100,12/04/2019,Medlife,E-commerce,Online Medicine,Bengaluru,Prasid Uno Family Trust,Private Equity,"1,70,00,000",nan
+101,10/04/2019,Kabadiwala,E-commerce,Waste Management,Bhopal,"Unilever, Beehive Capital Advisor, ABCOM Investments, Parekh Marine Transport,",Private Equity,"4,30,665",nan
+102,13/04/2019,Tripoto,Social Media,Travel,New Delhi,"Orchid India, Hornbill Orchid India Fund, Chiratae Ventures (formerly IDG Ventures), 3one4 Capital, Lasmer NV",Series B,"35,91,375",nan
+103,12/04/2019,Azah,Health and Wellness,Organic wellness,Gurugram,Unnamed angel investors,Seed Funding,"2,00,000",nan
+104,11/04/2019,Setu,Fintech,Banking,Bengaluru,Lightspeed India Partners,Seed Funding,"35,00,000",nan
+105,10/04/2019,Toppr,Edtech,E-learning,Mumbai,Milestone,Debt and Preference capital,"63,20,820",nan
+106,10/04/2019,Craftsvilla,E-commerce,Fashion and Apparel,Mumbai,Supera Pte Ltd,Inhouse Funding,"24,43,495",nan
+107,10/04/2019,Unacademy,Edtech,E-learning,Bengaluru,Kalyan Krishnamurthy,Seed/ Angel Funding,"3,07,000",nan
+108,11/04/2019,CleverTap,SaaS,Mobile analytics and marketing,Mumbai,"Sequoia India, Tiger Global Management, Accel Partners",Series B,"2,60,00,000",nan
+109,19/04/2019,My Healthcare,E-commerce,Software Solutions,Bengaluru and Gurugram,Sixth Sense Ventures,Series A,"30,00,000",nan
+110,19/04/2019,KrazyBee,E-commerce,Lending Platform,Bengaluru,"BAC Acquisitions, Unifi AIF, BRD Securities, Northern R Capital",Debt,"14,342,000+",nan
+111,17/04/2019,Shuttl,Transportation,Bus Aggregation,Gurugram,New Atlantic Ventures,Venture Round,"50,00,000",nan
+112,17/04/2019,Increff,Technology,Supply-chain technology solutions,Bengaluru,"021 Capita, Binny Bansal",Series A,"30,00,000",nan
+113,01/02/2019,FleetX,AI,Logistics,Gurgaon,India Quotient and LetsVenture\\xe2\\x80\\x99s Angel Fund,Pre Series A,Undisclosed,nan
+114,08/02/2019,Zilingo,Ecommerce,Fashion & Apparel,India/Singapore,"Sequoia Capital and Temasek Holdings, EDBI, Burda Principal Investments, and Sofina",Series D,"22,60,00,000",nan
+115,13/02/2019,NanoClean Global,Nanotechnology,Anti-Pollution,New Delhi,"LetsVenture, PitchRight Venture, 91SpringBoard, AL Nour International Holdings and Mark V Investments",Series A,"6,00,000",nan
+116,14/02/2018,OyoRooms,Hospitality,Budget Rooms,Gurgaon,DiDi Chuxing,Equity,"10,00,00,000",nan
+117,03/01/2019,CarDekho,Automobile,Online Marketplace,Jaipur,"Sequoia India, Hillhouse Capital, Alphabet\\xe2\\x80\\x99s growth investment arm Capital G and Axis Bank",Series C,"11,00,00,000",nan
+118,04/01/2019,Vyome Therapeutics Inc.,Health and Wellness,Specialty pharmaceutical,India/US,"Iron Pillar, Perceptive Advisors, Romulus Capital and Kalaari Capital",Series D,"2,20,00,000",nan
+119,04/01/2019,Samunnati Financial Intermediation & Services Pvt. Ltd,Finance,Non-banking financial company,Chennai,"MASSIF, a Dutch government fund",Debt-Funding,"50,00,000",nan
+120,04/12/2018,Manch,Social Media,Hyperlocal Content,Delhi,Stellaris Venture Partners,Seed Funding,"7,00,000",nan
+121,01/12/2018,UrbanClap Technologies Pvt. Ltd,Services Platform,Home services marketplace,New Delhi,Steadview Capital and Vy Capital.,Series D,"5,00,00,000",nan
+122,02/12/2018,Guiddoo,Travel Tech,Platform for travel agents,Mumbai,Individual Investors,Pre-Series A,"8,00,000",nan
+123,02/12/2018,Career Anna,Online Education,"Video-based certification, trainings",Gurugram,Individual Investors,Pre-Series A,"5,72,000",nan
+124,04/12/2018,Nagpur Wholesale,Online Marketplace,eCommerce,Nagpur,Omphalos Ventures India LLP,Seed Funding,"1,43,000",nan
+125,06/12/2018,ShopKirana,B2B,eCommerce,Indore,"Info Edge, AET Fund, Akatsuki and Incubate Fund from Japan and Better Capital AngelList syndicate.",Seed Funding,"20,00,000",nan
+126,06/12/2018,BuildSupply,"SaaS, Ecommerce","Real Estate, ERP",Gurugram,"Venture Highway, GREE Ventures, Space Matrix, Individual Investors",Series A,"35,00,000",nan
+127,01/11/2018,GoDesi,Food and Beverage,Regional Flavours,Bengaluru,Lead Angels Network,Seed/ Angel Funding,"1,38,995",nan
+128,03/11/2018,Veritas Finance Ltd.,NBFC,MSME Finance,Chennai,"Norwest Venture Partners, CDC Group, the UK\\xe2\\x80\\x99s Development Finance Institution and P Surendra Pai",Series D,"2,77,99,000",nan
+129,06/11/2018,Meesho,Ecommerce,Social Commerce,Bengaluru,"Shunwei Capital, DST Partners and RPS Ventures",Series C,"5,00,00,000",nan
+130,08/11/2018,Mobile Premier League,Gaming,Mobile e-Sports,Bengaluru,Undisclosed,Series A,"5,00,000",nan
+131,08/11/2018,A&R Bon Vivants,Food,Meat Retail Chain,Jaipur,"RB Investments, Singapore",Equity,"10,00,000",nan
+132,12/11/2018,Blackbuck,Food Tech,POS For Online Ordering,"New York, Bengaluru",Tiger Global,Series A,"10,00,000",nan
+133,12/11/2018,MilkBAsket,Food,Micro-delivery grocery service,New Delhi,Mayfield Fund,Series B,"13,00,000",nan
+134,13/11/2018,DriveU,Transport,On-Demand Drivers,Bengaluru,Stevens Creek Ventures,Mezzanine,"10,00,000",nan
+135,14/11/2018,CleanseCar,Services,Car Wash,Bengaluru,Venture Catalysts,Seed/ Angel Funding,"5,00,000",nan
+136,19/11/2018,Automation Anywhere,Automation,Robotics,California,SoftBank Vision Fund,Series B,"30,00,00,000",nan
+137,20/11/2018,HealthifyMe,Health and Wellness,Wellness Coach,Bengaluru,"Sistema Asia Fund, VC Samsung NEXT, Chiratae Ventures, Inventus Capital, Blume Ventures and Innoven Capital.",Series B (Extension),"60,00,000",nan
+138,21/11/2018,Genius Corner,Education,Personalized Learning,Noida,Individual investors,Seed Funding,"2,78,000",nan
+139,22/11/2018,Aavishkaar-Intellecap Group,Investment,SME Funding,Mumbai,Teachers Insurance and Annuity Association (TIAA),Equity Based Funding,"3,10,00,000",nan
+140,22/11/2018,Skillbox,Social Network,Art,Gurugram,Individual investors,Seed Funding,Undisclosed,nan
+141,23/11/2018,Signzy,Financial Tech,Digital Onboarding Solution,Mumbai/Bengaluru,"Stellaris Venture Partners and Kalaari Capital, Rajan Anandan from Google, Dilip Khandwelwal from SAP Labs India, and Amrish Rau from PayU India",Series A,"34,00,000",nan
+142,24/11/2018,Engineer.ai,Software,AI Platform,India/US,"Lakestar and Jungle Ventures, Softbank\\xe2\\x80\\x99s DeepCore.",Series A,"2,95,00,000",nan
+143,25/11/2018,InCred Finance,Finance,SME Lending,India,"Paragon Partners, Individual Investors",Private Equity,"4,20,00,000",nan
+144,25/11/2018,Roposo,Social Media,Video Sharing,Delhi,Bertelsmann India Investments,Series B,"17,00,000",nan
+145,01/10/2018,Northmist,Fashion,Mens Wear,Delhi,Prashant Jaiswal,Seed/ Angel Funding,N/A,nan
+146,02/10/2018,Origo Commodities India Pvt. Ltd,Logistics,Supply Chain,Hyderabad,"Cooperative Oikocredit, Caspian and Hivos-Triodos Fund",Seed/ Angel Funding,"1,10,00,000",nan
+147,04/10/2018,Grover Zampa,Food,Wine,Mumbai,Ravi Viswanathan,Private Equity,"82,00,000",nan
+148,05/10/2018,Droom,Automobile,New and Used Cars Platform,Gurgaon,ZigExN,Series E,"30,00,000",nan
+149,11/10/2018,Innov8,Real Estate,Co-Working,New Delhi,Credence Family Office,Pre-Series A,"40,00,000",nan
+150,12/10/2018,Blackbuck,Logistics Tech,Largest Trucking Platform,Bengaluru,Sequoia Capital India,Private Funding,"1,46,80,000",nan
+151,12/10/2018,LetsTransport,Logistics Tech,Book Trucks Online,Bengaluru,Fosun International,Series C,"1,20,00,000",nan
+152,01/09/2018,Netmeds,Consumer Internet,Online Pharmacy Chain,Chennai,"Sistema Asia Fund, Sistema JSFC and Tanncam Investment",Private Equity,"3,50,00,000",nan
+153,03/09/2018,Udaan,B2B Platform,Logistics and Shipping,Bengaluru,DST Global and Lightspeed Venture Partners\\xe2\\x80\\x99 global fund.,Private Equity,"22,50,00,000",nan
+154,03/09/2018,Daily hunt,Consumer Internet,News and ebooks Mobile App\\xc2\\xa0,Bengaluru,Falcon Edge,Private Equity,"63,90,000",nan
+155,04/09/2018,3HCare,Healthcare,Healthcare Service Provider,Delhi,N/A,Seed / Angel Funding,"10,00,000",nan
+156,04/09/2018,HappyGoEasy,Consumer Internet,Online Travel Agecy,Gurugram,"Korea Investment Partners (KIP), Samsung and China-based CITIC Capital and others",Private Equity,N/A,nan
+157,05/09/2018,Nykaa,Consumer Internet,Online Marketplace For Multi-brand Beauty Cosmetic and Wellness Products,Mumbai,Lighthouse,Private Equity,"15,72,00,000",nan
+158,05/09/2018,Mad Street Den,Technology,Computer Vision And Artificial Intelligence (Ai) Platform,Chennai,KDDI\\xc2\\xa0,Private Equity,N/A,nan
+159,06/09/2018,Dream11,Consumer Internet,Online Gaming Platform,Mumbai,"Tencent, Kalaari Capital and Private equity firm Multiples Alternate Asset Management",Private Equity,"10,00,00,000",nan
+160,10/09/2018,MamaEarth,Healthcare,Online Marketplace For Mother and Babycare Products,Gurugram,Stellaris Ventures & Others,Private Equity,"40,00,000",nan
+161,11/09/2018,AutoGrid,Technology,AI-Based Energy Optimisation and Control Provider,Bengaluru,"CLP Holdings Group, Innogy, \\xc3\\x98rstead, and Tenaska",Private Equity,"3,20,00,000",nan
+162,11/09/2018,Pharmeasy,Consumer Internet,Online Marketplace For Pharmaceutical Products,Mumbai,InnoVen Capital,Debt Funding,"55,00,000",nan
+163,11/09/2018,Upwards,Fin-Tech,Online Micro Lending Marketplace,Mumbai,"Shunwei Capital,Quotient, Mayfield & Others",Private Equity,"50,00,000",nan
+164,12/09/2018,Kissht,Fin-Tech,Online lending Platform,Mumbai,"Vertex Ventures Southeast Asia (SEA) and India and Sistema Asia Fund, Fosun RZ Capital, Ventureast, and Endiya Partners.\\n\\n",Private Equity,"3,00,00,000",nan
+165,01/08/2018,dishq,Food-Tech,Personalisation Technology Firm Focusing On The Food And Beverage Industry,Bengaluru,"Farm To Fork, Arts Alliance, The Syndicate Fund, Sven Hensen, Zeroth and Artesian Venture Partners",Seed/ Angel Funding,"4,00,000",nan
+166,01/08/2018,HealthFin,Finance,Patient Financing Platform,Pune,"Axilor, Sprout Venture Partners and others",Seed/ Angel Funding,N/A,nan
+167,02/08/2018,Samosa Labs,Consumer Internet,Social Media and Chat Entertainment Platform,Hyderabad,Xiaomi and Sequoia Capital India,Private Equity,"70,00,000",nan
+168,03/08/2018,ZiffyHomes,Consumer Internet,Online Home Rental Marketplace,Gurugram,Y Combinator,Private Equity,"1,20,000",nan
+169,07/08/2018,My OmNamo,Consumer Internet,Holy Platform Offering Customised Puja Packages To Individuals and Corporates,Mumbai,N/A,Seed/ Angel Funding,"10,00,000",nan
+170,07/08/2018,ShopX,Consumer Internet,Assisted E-commerce Platform,Bengaluru,Fung Strategic Holdings,Private Equity,"3,50,00,000",nan
+171,07/08/2018,MakeMyTrip,Consumer Internet,Online Travel Aggregator,Gurugram,MakeMyTrip Limited,Private Equity,"1,00,00,000",nan
+172,08/08/2018,Hansel io,Consumer Internet,Real-time Mobile App Management,Bengaluru,Vertex Ventures,Seed/ Angel Funding,"40,00,000",nan
+173,08/08/2018,Metro Bikes,Consumer Internet,Online Bike Rental Marketplace,Bengaluru,"Sequoia Capital India Advisors, Accel Partners and G Raghunandan",Private Equity,"1,22,00,000",nan
+174,08/08/2018,Phone Pe,Consumer Internet,UPI Payments App,Bengaluru,Flipkart,Private Equity,"6,60,00,000",nan
+175,09/08/2018,quizizz,Ed-Tech,e-learning Platform,Bengaluru,"Nexus Venture Partners, Prime Venture Partners and Others",Seed/ Angel Funding,"30,00,000",nan
+176,09/08/2018,Happy EMI,Fin-Tech,Consumer Financing Platform,Bengaluru,AJ Ventures and Jain International Trade Organisation (JITO),Seed/ Angel Funding,"10,00,000",nan
+177,13/08/2018,Inthree,Consumer Internet,Rural E-commerce Platform,Chennai,"Ventureast, Orios Venture Partners and the IAN Fund",Seed/ Angel Funding,"40,00,000",nan
+178,13/08/2018,Observe AI,Technology,AI Based Solutions Platform,Bengaluru,"Nexus Venture Partners, MGV, Liquid 2 Ventures, Hack VC, Emergent Ventures and Y Combinator",Private Equity,"80,00,000",nan
+179,16/08/2018,Enakshi,Consumer Internet,AI Based Solutions Platform,Ahemadabad,N/A,Seed/ Angel Funding,"1,14,811",nan
+180,17/08/2018,EazyDiner,Consumer Internet,Online Restaurant Table Reservation Platform,Gurugram,Denlow Investment Trust and Beenext,Private Equity,"58,50,000",nan
+181,20/08/2018,Finzy,Finance,Online Loan Matchmaking Platform,Bengaluru,N/A,Seed / Angel Funding,"10,00,000",nan
+182,20/08/2018,RawPressery,Consumer Internet,Online Organic Juice Delivery Service,Mumbai,Alteria Capital,Debt Funding,"48,00,000",nan
+183,22/08/2018,Pi Ventures,Technology,Applied Artificial Intelligence and IoT focused\\xc2\\xa0Platform,Bengaluru,CDC Group plc\\xc2\\xa0,Private Equity,"60,00,000",nan
+184,22/08/2018,Revv,Consumer Internet,Online Indian Car Rental Platform,Gurugram,"Hyundai, Edelweiss and Beenext, Dream Incubator, Sunjay Kapoor and Telama Investment",Private Equity,"1,42,70,000",nan
+185,26/08/2018,ZestMoney,Consumer Internet,Online Lending Platform,Bengaluru,"Xiaomi,PayU, Ribbit Capital and Omidyar Network",Private Equity,"1,34,00,000",nan
+186,26/08/2018,Shubh Loans,Fin-Tech,\\xc2\\xa0Customer Sourcing Platform\\xc2\\xa0,Bengaluru,"Saama Capital, SRI Capital, Beenext, and Pravega Ventures",Private Equity,"42,00,000",nan
+187,27/08/2018,MyUpchar,Healthcare,Local Language Health Content App,Delhi,"Nexus Venture Partners, Omidyar Network and Shunwei Capital",Private Equity,"50,00,000",nan
+188,28/08/2018,Narvar,IT,Post-Purchase Customer Engagement Platform\\xc2\\xa0,Bengaluru,Accel (formerly known as Accel Partners),Private Equity,"30,00,000",nan
+189,30/08/2018,True North,Finance,Private Equity Firm,Mumbai,N/A,Private Equity,"60,00,00,000",nan
+190,01/07/2018,Leena AI,Technology,HR Virtual Agent For Employees,Gurugram,Y Combinator,Seed/ Angel Funding,N/A,nan
+191,02/07/2018,Biryani By Kilo,Consumer Internet,Online Food Delivery,Gurugram,Ajay Relan and Vinay Mittal,Seed/ Angel Funding,"10,00,000",nan
+192,04/07/2018,Anchanto,IT,E-commerce Fulfilment Platform,Pune,MDI Ventures & Telkom Indonesia,Private Equity,"40,00,000",nan
+193,05/072018,Loan Tap,Consumer Internet,Online Lending Platform For Salaried Professionals,Mumbai,"Shunwei Capital, Tuscan Ventures, Ashish Goenka, VC firms India Quotient and Kae Capital",Private Equity,"62,50,000",nan
+194,06/07/2018,PolicyBazaar,Consumer Internet,Online Insurance Selling Platform,Gurugram,Info Edge (India) Ltd and Temasek,Private Equity,"2,77,00,000",nan
+195,09/07/2018,zippserv,Consumer Internet,Online Platform For Risk-Assessment Services For Real Estate Investments,Bengaluru,Info Edge (India) Ltd,Seed/ Angel Funding,"4,40,000",nan
+196,09/07/2018,Groww,Consumer Internet,Online Platform That Sells Direct Plans Of Mutual Funds,Bengaluru,"Insignia Ventures Partners, Lightbridge Partners & Kairos",Seed/ Angel Funding,"11,00,000",nan
+197,10/07/2018,Avenue Growth,Consumer Internet,Online Platform That Connects Brands With Freelance Sales Professionals,Gurugram,"Avtar Monga, chief operating office at IDFC Bank, Aditya Malik & Others",Seed/ Angel Funding,"4,37,000",nan
+198,10/07/2018,iNICU,Healthcare,Med-tech Platform Providing Care For Newborns,Delhi,Venture Catalysts,Seed/ Angel Funding,N/A,nan
+199,10/07/2018,Kinara Capital,Finance,Lending Platform For Micro and Small Enterprises,Bengaluru,ResponsAbility,Private Equity,"50,00,000",nan
+200,10/07/2018,Shop 101,Consumer Internet,Mobile Storefront And Commerce Platform For Sellers,Mumbai,"Stellaris Venture Partners, Vy Capital, Raghunandan G, and Ramakant Sharma",Private Equity,"50,00,000",nan
+201,11/07/2018,Sambandh,Consumer Internet,Online Micro Lending Platform,Rourkela,Base of Pyramid Asia (BOPA) Pte Ltd,Private Equity,"25,00,000",nan
+202,12/07/2018,19th mile,IT,Artificial intelligence-based sales acceleration software platform,Gurugram,"Rishi Vasudev, Excelsior Investments, Ritesh Vohra, Praveer Kumar, Prashant Gupta and Others",Seed/ Angel Funding,"1,80,000",nan
+203,12/07/2018,5th Vital,Healthcare,Home diagnostics services provider,Bengaluru,Brand Capital and Others,Seed/ Angel Funding,"5,00,000",nan
+204,13/07/2018,MEngage,Healthcare,A Doctor-Patient Engagement Platform,Jaipur,"Siddharth Agarwal, Mahavir Sharma, Amit Singal, 100 Co-founders Lab and others.",Seed/ Angel Funding,"1,75,000",nan
+205,17/07/2018,Ofbusiness,Finance,Online Lending Platform For SME,Gurugram,"Creation Investments, Falcon Edge, Matrix Partners India and Zodius Capital",Private Equity,"2,90,00,000",nan
+206,17/07/2018,Cars24,Consumer Internet,Online Used Car Marketplace,Gurugram,"Kingsway FCI Fund, KCK Global & Others",Private Equity,"4,97,00,000",nan
+207,18/07/2018,The Ken,Consumer Internet,Subscription-Only News Website,Bengaluru,Omidyar Network & Others,Seed/ Angel Funding,"15,00,000",nan
+208,19/07/2018,Book My Show,Consumer Internet,Online Ticketing Platform,Mumbai,"TPG Growth, The Rise Fund & Others",Private Equity,"10,00,00,000",nan
+209,20/07/2018,HousingMan,Consumer Internet,Property Discovery Platform,Bengaluru,N/A,Seed/ Angel Funding,"15,00,000",nan
+210,21/07/2018,PaySense,Consumer Internet,Online Consumer Lending Platform,Mumbai,PayU & Others,Private Equity,"1,80,00,000",nan
+211,23/07/2018,Yulu Bikes,Technology,Bicycle-Sharing Platform,Bengaluru,N/A,Seed/ Angel Funding,N/A,nan
+212,23/07/2018,VTION,Technology,Media Analytics,Gurugram,"AngelList, Rahul Khanna, Rajeev Arora and Ram Ramsundar.",Seed/ Angel Funding,"2,80,000",nan
+213,23/07/2018,Log9 Materials,Technology,Nanotechnology Company Specializing In Graphene,Bengaluru,"Metaform Ventures, Hemant Luthra, Micro venture capital firm GEMS Partners and Others",Seed/ Angel Funding,"4,36,000",nan
+214,24/07/2018,kidovators,Ed-Tech,Skill Learning Platform,Bengaluru,Gray Matters,Seed/ Angel Funding,"1,80,000",nan
+215,24/07/2018,Digit,Consumer Internet,Online Insurance Startup,Pune,Fairfax,Private Equity,"4,50,00,000",nan
+216,25/07/2018,Black Soil,Finance,Non-Banking Financial Company,Mumbai,"Allcargo Logistics, Navneet Education and Mahavir Agency",Private Equity,"1,70,00,000",nan
+217,25/07/2018,Trell,Consumer Internet,Mobile-First Video Blogging App,Bengaluru,"BeeNext , WEH Ventures and Sprout Ventures",Seed/ Angel Funding,"12,50,000",nan
+218,25/07/2018,iqlect,Technology,Data Analytics Firm,Bengaluru,Ventureast and Exfinity,Seed/ Angel Funding,"25,00,000",nan
+219,26/07/2018,Entropik,IT,Software-As-A-Service Platform,Bengaluru,"Bharat Innovation, IDFC-Parampara Capital, Arthavida Ventures, Jitendra Gupta & Others",Seed/ Angel Funding,"11,00,000",nan
+220,26/07/2018,Bitla Software,Technology,Travel-Focused Tech Startup,Bengaluru,MakeMyTrip,Private Equity,N/A,nan
+221,26/07/2018,TheCapitalNet,Fin-Tech,Unified Global Investments Ecosystem,Hyderabad,Lindwall Family Investments LLC (LFI),Private Equity,"5,00,000",nan
+222,30/07/2018,Shuttl,Consumer Internet,Bus Aggregation Platform,Gurugram,Amazon Alexa Fund & Dentsu Ventures,Private Equity,"1,10,00,000",nan
+223,30/07/2018,Cure Fit,Consumer Internet,Health and fitness Platform,Bengaluru,"IDG Ventures, Accel Partners, Kalaari Capital and Others",Private Equity,"12,00,00,000",nan
+224,31/07/2018,Five Star Group,Fin-Tech,Non-Bank Lending Platform For SME,Chennai,"TPG, Norwest Venture Partners, Sequoia Capital & Matrix Partners",Private Equity,"10,00,00,000",nan
+225,31/07/2018,Healthsignz,Healthcare,Health and Well being Platform,Hyderabad,Kantilal Patel,Seed/ Angel Funding,"50,00,000",nan
+226,01/06/2018,CoinTribe,Finance,Credit-Based Lending Marketplace For Small And Medium Enterprises,Gurugram,"Sabre Partners, Puneet Dalmia & Others",Private Equity,"1,00,00,000",nan
+227,04/06/2018,Digiconectt,Technology,Sales Analytics and Enablement Platform,Bengaluru,Aspire Logistics LLC,Seed/ Angel Funding,"1,25,000",nan
+228,04/06/2018,Kashmir Box,E-Commerce,"Online Marketplace For Handicrafts, Handlooms And Local Produce",Srinagar,"Bhairavi Jani, Alok Divatia, Namrata Kaul, Sohail Hashemi, Aijaz Saleem",Seed/ Angel Funding,N/A,nan
+229,05/06/2018,Crowdera,Finance,Online Crowdfunding Platform,Nagpur,"Anil Advani, Pramod Jain, Amrendra Reddy and Manish Satnaliwala.",Seed/ Angel Funding,N/A,nan
+230,05/06/2018,Zoctr,Healthcare,Online Healthcare Aggregator,Mumbai,NB Ventures and Others,Seed/ Angel Funding,N/A,nan
+231,07/06/2018,Annapurna Finance,Finance,Non-Banking Financial Company,Bhubneswar,Oman India Joint Investment Fund (OIJIF),Private Equity,"2,30,00,000",nan
+232,07/06/2018,Meesho,Consumer Internet,Online Marketplace For Resellers,Bengaluru,"Sequoia Capital India, SAIF Partners, Y Combinator and Venture Highway",Private Equity,"1,15,00,000",nan
+233,10/06/2018,AyeFinance,Finance,Online Lending Platform,Gurugram,"CapitalG, SAIF Partners and LGT Impact Ventures",Private Equity,"2,15,00,000",nan
+234,11/06/2018,Theranosis,Healthcare,Specialised diagnostics Platform,Hyderabad,Mumbai Angels Network,Seed/ Angel Funding,N/A,nan
+235,12/06/2018,Alpha Capital,Finance,Supplychain Finance,Mumbai,Alpha Capital,Private Equity,"1,48,00,000",nan
+236,12/06/2018,eshakti,E-Commerce,Fashion e-tailer,Chennai,Paragon Partners,Private Equity,"1,01,00,000",nan
+237,12/06/2018,Daily Ninja,Consumer Internet,Hyperlocal Delivery Platform,Bengaluru,Saama Capital and Sequoia Capital,Seed/ Angel Funding,"30,00,000",nan
+238,13/06/2018,NirogStreet,Healthcare,An Online Platform That Connects Ayurveda Doctors With Patients,Gurugram,"Spiral Ventures, Subho Ray and Samir Kumar",Seed/ Angel Funding,"3,000,00",nan
+239,13/06/2018,Nivesh,Finance,Mass Market Mutual Fund Investment Platform,Noida,"LetsVenture, Rajan Anandan, Basab Pradhan, Vivek Khare and Bijoy George",Seed/ Angel Funding,"4,50,000",nan
+240,13/06/2018,What\\xe2\\x80\\x99s Up Life,Consumer Internet,"A Local Discovery App For Dining-Out, Party, Leisure and Events",Gurugram,Rannvijay Singha,Seed/ Angel Funding,N/A,nan
+241,14/06/2018,HomeLane,Consumer Internet,Online Home Furnishing Solutions,Bengaluru,Brand Capital,Seed/ Angel Funding,"34,50,000",nan
+242,14/06/2018,Network Intelligence,Technology,Cybersecurity Specialist,Mumbai,Helix Investments,Private Equity,"48,00,000",nan
+243,18/06/2018,Tynor Othontics,Healthcare,Prosthetics Manufacturers,Chandigarh,Lighthouse Funds & Thuasne Participations,Private Equity,"2,10,00,000",nan
+244,18/06/2018,Elucidata,IT,Data Analytics (SaaS),Delhi & Cambridge,Hyperplane Venture Capital and several angel investors,Seed/ Angel Funding,"17,00,000",nan
+245,19/06/2018,Chrysalis,Ed-Tech,Education Services Provider,Pune,Menterra Venture & Artha Initiatives,Seed/ Angel Funding,N/A,nan
+246,19/06/2018,RentSher,Consumer Internet,Online Rental Marketplace,Bengaluru,"Shorooq Investments, LetsVenture & Others",Seed/ Angel Funding,"11,00,000",nan
+247,20/06/2018,Drip capital,Finance,Trade Finance Firm,Mumbai,"Accel Partners, Sequoia India, Y Combinator and others.",Private Equity,"1,50,00,000",nan
+248,22/06/2018,WickedRide,Consumer Internet,Online Motorbike And Scooter Rental Platforms,Bengaluru,"Sequoia Capital, Accel Partners & Raghunandan Gangappa",Private Equity,"91,00,000",nan
+249,25/06/2018,PolicyBazaar,Consumer Internet,Online Insurance Selling Platform,Gurugram,SoftBank Vision Fund & Info Edge (India) Ltd,Private Equity,"20,00,00,000",nan
+250,25/06/2018,HipBar,Consumer Internet,Digital Payment Platform For Beverage Delivery,Bengaluru,Diageo India,Private Equity,"40,00,000",nan
+251,25/06/2018,Sqqrl,Finance,App-based investment platform,Gurugram,Equanimity Venture Fund,Seed/ Angel Funding,"10,00,000",nan
+252,26/06/2018,Paytm,Technology,Digital Payment Platform,Noida,One 97 Communications,Private Equity,"89,50,000",nan
+253,26/06/2018,Sigtuple,Healthcare,Data Driven Intelligence Solutions Platform,Bengaluru,"Accel Partners, IDG Venture, Endiya Partners, pi Ventures, VH Capital, Axilor Ventures and Binny Bansal",Private Equity,"1,90,00,000",nan
+254,27/06/2018,Wow Express,Technology,E-commerce Logistics Platform,Mumbai,Undisclosed Existing Investors As Well As The Tamarind Family Trust,Private Equity,"45,00,000",nan
+255,28/06/2018,Front Desk AI,Technology,An AI Platform Offering Automated Customer Service Software,Bengaluru,Speciale Invest & Others,Seed/ Angel Funding,"11,00,000",nan
+256,28/06/2018,Edureka,Ed-Tech,Online Education Platform,Bengaluru,Leo Capital,Seed/ Angel Funding,"20,00,000",nan
+257,29/06/2018,Numeroseven,Technology,An Artificial Intelligence-Based Recruitment Platform,Kolkatta,Shiva Gunapu & Others,Seed/ Angel Funding,N/A,nan
+258,02/05/2018,OpenTap,Finance,Online Lending Platform,Chennai,Unknown High Net-Worth Individuals,Seed / Angel Funding,"4,50,000",nan
+259,02/05/2018,Bizongo,Consumer Internet,Aggregator For Packaging Material,Mumbai,"B Capital, International Finance Corporation (IFC), Accel Partners and IDG Ventures",Private Equity,"2,20,00,000",nan
+260,03/05/2018,Disprz,IT,SaaS,Chennai,"IL&FS Private Equity, Kae Capital & Others",Seed / Angel Funding,"25,00,000",nan
+261,07/05/2018,PaisaDukan,Consumer Internet,P2P Lending Platform,Mumbai,N/A,Seed / Angel Funding,"2,25,000",nan
+262,09/05/2018,i3sysytems,Technology,AI product company For Health and Life Insurane Companies,Mumbai,"Unitus Ventures, Behram Vakil and Jerxis Vandrevala",Seed / Angel Funding,"10,00,000",nan
+263,11/05/2018,Earth Food,Consumer Internet,Agri-tech,Pune,Rairah Corporation,Seed / Angel Funding,"9,49,000",nan
+264,14/05/2018,Nykaa,Consumer Internet,Beauty e-tailer,Mumbai,"Sunil Munjal, Harsh Mariwala, Dalip Pathak and Others",Private Equity,"2,40,00,000",nan
+265,16/05/2018,mfine,Healthcare,Doctor-Consultation App,Bengaluru,"Prime Venture Partners, Stellaris Venture Partners and Mayur Abhaya Srisrimal",Private Equity,4200000,nan
+266,21/05/2018,Rocketium,Technology,Online Video Creation Platform,Bengaluru,Blume ventures,Seed/ Angel Funding,"3,00,000",nan
+267,21/05/2018,MilkBasket,Technology,Micro-Delivery Grocery Startup,Gurugram,"Kalaari Capital, Unilever Ventures and Blume Ventures",Private Equity,"70,00,000",nan
+268,22/05/2018,Vola,Finance,Micro Lending Platform,Bengaluru,Credika and unnamed angel investors,Seed/ Angel Funding,"5,00,000",nan
+269,22/05/2018,Cashkumar,Consumer Internet,P2P Lending Platform,Bengaluru,LetsVenture,Seed/ Angel Funding,"7,35,000",nan
+270,23/05/2018,Edyoo,E-Commerce,Products For Shoolgoing Children,Bengaluru,RS Shanbag,Seed/ Angel Funding,"7,35,000",nan
+271,23/05/2018,Aashiyaan,Finance,Housing Finance For Low-Income Families,Kolkata,"Insistor, Oikocredit",Seed/ Angel Funding,"20,00,000",nan
+272,24/05/2018,Smartivity,Ed-tech,Designer Of Toys and Learning Projects For Kids,Delhi,"Ashish Kacholi, S Chand Group",Seed/ Angel Funding,"20,00,000",nan
+273,24/05/2018,Bonphulapl,Clean-tech,Oxygen Optimiser Manufacturer,Delhi,Atul Gupta and Saurabh Rastogi,Seed/ Angel Funding,"2,93,000",nan
+274,27/05/2018,Acko,Consumer Internet,Online Insurance Platform,Mumbai,"Amazon, Ashish Dhawan, Catamaran Ventures, NR Narayana Murthy.",Seed/ Angel Funding,"1,20,00,000",nan
+275,28/05/2018,HWell24,Healthcare,Home Healthcare Aggregator,Mumbai,"Prashant Mehta, Mitali Pawar, Nikhil G and Bhavesh P, R Ranganathan, ONCOTRUST and Medintel Services Pvt. Ltd",Seed/ Angel Funding,"2,00,000",nan
+276,29/05/2018,Toffee,Consumer Internet,Online Insurance Platform,Gurugram,"Kalaari Capital, Omidyar Network and Accion Venture Labs",Seed/ Angel Funding,"15,00,000",nan
+277,29/05/2018,Tonetag,Technology,Mobile Payments Technology Platform,Bengaluru,Amazon Inc. and Mastercard,Private Equity,"80,00,000",nan
+278,30/05/2018,Events High,Consumer Internet,Events and Activities Discovery Platform,Bengaluru,Treebo,Private Equity,N/A,nan
+279,30/05/2018,Stellaps,Technology,Iot Application Platform In Agriculture,Bengaluru,"IndusAge Partners, Bill & Melinda Gates Foundation, Qualcomm Venture, ABB Technology Ventures, Omnivore, Blume Ventures, Venture Highway and BEENEXT",Private Equity,"1,40,00,000",nan
+280,31/05/2018,Credright,Consumer Internet,Lending Platform For SMEs,Hyderabad,"Accion Venture Lab, YourNest Venture Capital And Other Angel Investors",Seed/ Angel Funding,"13,000,00",nan
+281,02/04/2018,Fitternity,Consumer Internet,Online Fitness Discovey Platform,Mumbai,"Exfinity Venture, Saha fund Partners, Arihant Patni of Patni Family Office, Anjali Bansal, Shardul Amarchand Mangaldas, Satish Khanna and Taparia family office.",Private Equity,"20,00,000",nan
+282,02/04/2018,Synctag,Technology,Social Media Anlaytics Platform,Coimbatore,Subhkam Ventures and Mohit Khadaria,Seed / Angel Funding,"3,07,600",nan
+283,02/04/2018,Benepik,Technology,Enhanced Employee Engagement Platform,Gurugram,"Vishal Bali, Yogesh Misra, Thomas Assessments and others",Seed / Angel Funding,N/A,nan
+284,02/04/2018,Finzy,Consumer Internet,Online Loan Matchmaking Platform,Bengaluru,N/A,Seed / Angel Funding,"13,00,000",nan
+285,04/04/2018,Varthana,Finance,Loans and Services To Affordable Private Schools in India,Bengaluru,"ChrysCapital, Existing investors, Elevar Equity, LGT Impact, Omidyar Network and Kaizen Private Equity also participated in the round",Private Equity,"5,50,00,000",nan
+286,05/04/2018,IndigoLearn,Ed-Tech,Online Education Platform,Hyderabad,"Maheshwar Peri, founder and chairman of career information portal Careers360, and Jamshed Jeejeebhoy, director at Byramjee Jeejeebhoy Pvt. Ltd were among the angels",Seed / Angel Funding,"1,50,000",nan
+287,05/04/2018,Vedantu,Ed-Tech,Interactive Online Tutoring Platform,Bangalore,"Accel Partners, Tiger Global And Others",Private Equity,"1,00,00,000",nan
+288,09/04/2018,Kaleidofin,Fiinance,Digital Financial Services Platform,Chennai,Omidyar Network. Blume Ventures and Professor Shlomo Ben-Haim,Seed / Angel Funding,"28,00,000",nan
+289,09/04/2018,Pipabella,Consumer Internet,Fashion Accessories Etailer,Mumbai,Fireside Ventures,Seed / Angel Funding,"1,000,000,",nan
+290,09/04/2018,Elemential,Technology,Blockchain Platform,Mumbai,"Matrix Partner, Amrish Rau, Investopad, Digital Currency Group, Hinduja Group, Lightspeed India, Eight Innovate, Amit Ranjan, Prashant Malik and others",Seed / Angel Funding,N/A,nan
+291,09/04/2018,Kriger Campus,Ed-Tech,Mobile-Based Education Network,Delhi,N/A,Seed / Angel Funding,"46,140",nan
+292,10/04/2018,Loanzen,Finance,Digital Lending Platform In Logistics,Bengaluru,Kae Capital Management,Seed / Angel Funding,N/A,nan
+293,10/04/2018,TravelTriangle,Consumer Internet,Online Travel Marketplace,Gurugram,"Fundamentum, SAIF Partners, Bessemer Venture Partners, RB investments & Others",Private Equity,"1,20,00,000",nan
+294,12/04/2018,Letsmd,Healthcare,Platform To Discover Healthcare Financing Options,Delhi,"SRI Capital, Waterbridge Ventures and ThinKuvate",Seed / Angel Funding,"10,00,000",nan
+295,12/04/2018,AyeFinance,Finance,Online Lending Platform,Gurugram,"BlueOrchard Finance Ltd, Hinduja Leyland Finance and IntelleGrow",Debt Funding,"46,000,00",nan
+296,13/04/2018,mintifi,Finance,Online Lending Platform,Mumbai,Lok Capital,Seed / Angel Funding,"20,00,000",nan
+297,16/04/2018,icanstay,Consumer Internet,Online Platform For Luxury Hotel Stay For Business Travelers,Delhi,Mr. Manoj Prasad,Seed / Angel Funding,"5,00,000",nan
+298,16/04/2018,Pregbuddy,Healthcare,Connected Care App For Pregnant Women,Bengaluru,"Rajan Anandan, Madhusudhan Kannan, Jayant Kadambi, Puneet Gupta and Pradeep K Jaisingh",Seed / Angel Funding,N/A,nan
+299,18/04/2018,Coverfox,Consumer Internet,Online Insurance Aggregator,Mumbai,"International Finance Corporation, Transamerica and others.",Private Equity,"2,20,00,000",nan
+300,19/04/2018,Lenskart,Consumer Internet,Online Eyewear Retailer,Faridabad,TR Capital,Private Equity,N/A,nan
+301,19/04/2018,mamaearth,Healthcare,Online Baby care Products,Gurugram,Shilpa Shetty Kundra,Private Equity,N/A,nan
+302,19/04/2018,Fyle Technologies,Technology,AI Based Expense Management Platform,Bengaluru,Pravega Ventures and Beenext,Seed / Angel Funding,"11,000,00",nan
+303,19/04/2018,True Balance,Technology,Mobile Balance Checking App,Gurugram,"Line Ventures Corporation, Line Corp, Naver, Shinhan Bank and TS Investment",Private Equity,"2,30,00,000",nan
+304,22/04/2018,Visit,Healthcare,AI Driven Health tech Platform,Delhi,"Biz Stone, Kunal Bahl, Rohit Bansal, Alagu Periyannan and Karthee Madasamy",Private Equity,N/A,nan
+305,22/04/2018,Doxper,Healthcare,Digitized Health-Tech Solutions For Practitioners,Mumbai,Vidal Healthcare,Seed / Angel Funding,"19,00,000",nan
+306,22/04/2018,Nykaa,Consumer Internet,Beauty e-tailer,Mumbai,"Sunil Munjal, Harsh Mariwala, Dalip Pathak and Others",Private Equity,"1,10,00,000",nan
+307,23/04/2018,Mihuru,Finance,Online Platform Providing Micro Loans For Air Travel,Mumbai,N/A,Seed / Angel Funding,"1,50,000",nan
+308,23/04/2018,Capital Float,Finance,Online Lending Platform,Bengaluru,Amazon,Private Equity,"2,20,00,000",nan
+309,25/04/2018,Trip shelf,Consumer Internet,Online Travel Marketplace,Delhi,"GEMS Advisory, Alok Mittal and Sachin Bhatia",Seed / Angel Funding,"2,46,000",nan
+310,26/04/2018,POPxo,Technology,Women Focussed Digital Media Platform,Delhi,"Neoplux, OPPO, IDG Ventures India, Kalaari Capital, GREE Ventures and Summit Media",Private Equity,"55,00,000",nan
+311,26/04/2018,RailYatri,Consumer Internet,Online Travel Ticketing Platform,Noida,"Omidyar Network, Nandan Nilekani, Blume Ventures, Helion Venture Partners",Private Equity,N/A,nan
+312,27/04/2018,1mg,Consumer Internet,Online Pharmacy Store,Gurugram,"Sequoia Capital, Maverick Capital Ltd and HBM Healthcare Investments Ltd",Private Equity,"1,00,00,000",nan
+313,29/04/2018,Rubique,Consumer Internet,Online Lending MarketPlace,Mumbai,"Emery Capital, Blacksoil and Kalaari Capital",Private Equity,N/A,nan
+314,30/04/2018,Samco,Consumer Internet,Online Stock Broker,Mumbai,Bay Capital Investments and Others,Private Equity,"75,00,000",nan
+315,30/04/2018,MyLoanCare,Finance,B2C Online Loans Marketplace,Gurgaon,SAR Group,Seed / Angel Funding,"9,78,000",nan
+316,01/03/2018,PharmEasy,Consumer Internet,Online Pharmacy Store,Mumbai,"Bessemer Venture Partners and Orios Venture Partners, JM Financials and MEMG",Private Equity,N/A,nan
+317,01/03/2018,Buddy4studdy,Consumer Internet,Online Scholarship Portal,Noida,CBA Capital and others,Private Equity,"30,00,000",nan
+318,01/03/2018,Urban Ladder,E-Commerce,Online Furniture Store,Bengaluru,"Sequoia Capital, SAIF Partners and Kalaari capital",Private Equity,"1,20,00,000",nan
+319,03/03/2018,Kuvera,Consumer Internet,Online Financial Planning,Bengaluru,"Baskar Subramanian, Saket Kumar, Gaurav Suri and Ankit Kesarwani",Seed / Angel Funding,"2,50,000",nan
+320,04/03/2018,Gramophone,Technology,Agri-tech,Indore,InfoEdge,Seed/Angel Funding,"10,00,000",nan
+321,05/03/2018,Wellthy,Healthcare,Therapeutics,Mumbai,"Ranjan Pai, Apoorva Patni, Beenext Ventures,GrowX Ventures",Private Equity,"21,00,000",nan
+322,05/03/2018,MedGenome,Healthcare,"Genetic Screening, DNA Diagnostics Labs & Research Centers",Bengaluru,"HDFC Life, HDFC Asset Management",Private Equity,"1,00,00,000",nan
+323,05/03/2018,Finova Capital,Consumer Internet,Online Lending,Jaipur,Sequoia Capital,Private Equity,"60,00,000",nan
+324,05/03/2018,Hotelogix,Technology,Cloud based Online Hotel Management Software,Noida,"Vertex Ventures, Accel Partners and Saama Capital",Private Equity,"50,00,000",nan
+325,04/03/2018,Livehealth,Consumer Internet,Health Service Aggregator Platform,Pune,Nexus Venture Partners,Seed / Angel Funding,"11,00,000",nan
+326,06/03/2018,Ad2pro,Technology,"Creative Design, Brand, Media and Technology Platform Solutions",Chennai,Avendus Finance Pvt. Ltd,Debt Funding,"97,00,000",nan
+327,06/03/2018,Coverfox,Consumer Internet,Online Insurance Aggregator,Mumbai,Aegon NV,Private Equity,"76,00,000",nan
+328,08/03/2018,Pepperfry,Consumer Internet,Online Furniture Shopping Store,Mumbai,State Street Global Advisors,Private Equity,"3,84,00,000",nan
+329,08/03/2018,Magicpin,Consumer Internet,Hyperlocal Discovery,Gurugram,Trifecta Capital,Debt Funding,"10,00,000",nan
+330,12/03/2018,HealthCare,Consumer Internet,Healthcare Aggregator,Mumbai,HR Fund,Seed / Angel Funding,"10,00,000",nan
+331,13/03/2018,PineLabs,Technology,Digital Payment Platform,Mumbai,"Actis, Altimeter Capital",Private Equity,"8,20,00,000",nan
+332,14/03/2018,Stumagz,Consumer Internet,Online Communication and Collaboration Platform For Educational Institutions,Hyderabad,"Venkat Subramanian, Sudhakar Pennam, and other tech investors from Silicon Valley",Seed / Angel Funding,N/A,nan
+333,14/03/2018,AvailFinance,Consumer Internet,Online Lending Platform,Bengaluru,"Matrix Partners, Bhavish Aggarwal, Ankit Bhati, Binny Bansal, Kunal Shah and Manish Patel.",Private Equity,"1,72,00,000",nan
+334,15/03/2018,Grofers,Consumer Internet,Online Grocery Shop,Gurugram,"SoftBank, Tiger Global and Apoletto Managers.",Private Equity,"6,20,00,000",nan
+335,19/03/2018,Fingerlix,Consumer Internet,Ready To cook Food Solution,Mumbai,Alteria Capital,Debt Funding,"13,10,000",nan
+336,19/03/2018,Karma Healthcare,Healthcare,Technology enabled equitable healthcare for India,Udaipur,"1Crowd, Ankur Capital",Seed / Angel Funding,"5,00,000",nan
+337,19/03/2018,Zappfresh,Food & Beverages,Online Raw Meat E-tailer,Gurugram,"Amit Burman, SIDBI Venture Capital",Seed / Angel Funding,"30,00,000",nan
+338,19/03/2018,CustomerSucessBox,Technology,Customer Success Software for B2B SaaS,Gurugram,"Pi Ventures, Axilor Ventures",Seed / Angel Funding,"10,00,000",nan
+339,20/03/2018,One Labs,Consumer Internet,Consumer Technology and Artificial Intelligence Based Aggregator App,N/A,Micromax Informatics Ltd,Private Equity,N/A,nan
+340,21/03/2018,GigIndia,Consumer Internet,Micro Jobs Provider For Students,Pune,"Jessica Wong, Hiro Mashita, Xue Manzi and Yiyun Zhang.",Seed / Angel Funding,N/A,nan
+341,22/03/2018,Chargebee,Technology,Subscription Billing & Recurring Payments Software,Chennai,"Insight Venture Partners, Accel Partners and Tiger Global Management.",Private Equity,"1,80,00,000",nan
+342,22/03/2018,i2i Funding,Consumer Internet,Online loan platform,Noida,SucSEED Venture Partners,Seed / Angel Funding,"7,68,000",nan
+343,22/03/2018,Slang Labs,Technology,Voice-based assistant platform,Bengaluru,Endiya Partners,Seed / Angel Funding,"12,40,000",nan
+344,22/03/2018,UrbanPiper,Technology,Online ordering solution for restaurants and food chains,Bengaluru,"Kumar Vembu, Axilor Ventures",Seed / Angel Funding,N/A,nan
+345,26/03/2018,Cash Suvidha,Consumer Internet,Online loan platform,Delhi,"Initia Holdings,Vipin Agarwal and others.",Seed / Angel Funding,"10,00,000",nan
+346,28/03/2018,Roadcast,Technology,Fleet management and asset monitoring platform,Delhi,N/A,Private Equity,"2,50,000",nan
+347,28/03/2018,Smartcoin,Finance,Micro lending company,Bengaluru,"Accion Venture Lab, Unicorn India Ventures and ISME ACE.",Seed / Angel Funding,"20,00,000",nan
+348,27/03/2018,The Print,Media,News portal,Delhi,Ratan Tata,Seed / Angel Funding,"5,35,000",nan
+349,27/03/2018,DriveU,Technology,Professional Car Drivers Hiring App,Bengaluru,Amit Singhal and Unitus Seed Fund,Private Equity,"30,00,000",nan
+350,29/03/2018,Fynd,Consumer Internet,O2O fashion ecommerce platform,Mumbai,"Google, Kae Capital, IIFL, Singularity Ventures, GrowX, Tracxn Labs, Venture Catalyst, Patni family office and Axis Capital.",Seed / Angel Funding,N/A,nan
+351,01/02/2018,BigBasket,Consumer Internet,Online Grocery & Food Store,Bengaluru,"Alibaba, Helion Venture Partners, Bessemer Venture Partners, Ascent Capital",Private Equity,"30,00,00,000",nan
+352,01/02/2018,Zomato,Food and Beverages,Food Ordering and Restaurant Discovery,Gurugram,Ant Financials,Private Equity,"20,00,00,000",nan
+353,05/02/2018,Pratilipi,Publishing,E-Publishing,Bengaluru,Omidyar Network,Private Equity,"43,00,000",nan
+354,05/02/2018,Asia Institute Of Medical Science,Healthcare,Super-specialty Hospital,Faridabad,CDC Group Plc,Private Equity,"2,10,00,000",nan
+355,05/02/2018,CollegeDekho,Consumer Internet,Online platform for Higher Education Services,Gurugram,"Man Capital LLP, Girnar Software, Others",Private Equity,"20,00,000",nan
+356,06/02/2018,Foodmemories,Consumer Internet,Online Food Marketplace,Ahemdabad,"Bhavesh Manglani, Suraj Saharan, Darshan Upadhyay, Sanjay Notani & Others",Seed funding,N/A,nan
+357,06/02/2018,Healthi,Healthcare,Preventive Health Checkup,Bengaluru,Montane Ventures,Private Equity,"31,00,000",nan
+358,07/02/2018,Swiggy,Food and Beverages,Online Food Delivery,Bengaluru,Naspers,Private Equity,"10,00,00,000",nan
+359,08/02/2018,Shape,Healthcare,"Online Portal for Diet,fitness and Beauty",Pune,Sandeep Mathur,Seed / Angle Funding,"10,00,00,000",nan
+360,08/02/2018,Icertis,Consumer Internet,Enterprise Contract Management Platform,Pune,Meritech Capital Partners,Private Equity,"5,00,00,000",nan
+361,09/02/2018,healthifyme,Healthcare,Mobile Weight Loss Coach,Bengaluru,Sistema Asia Fund,Private Equity,"1,20,00,000",nan
+362,09/02/2018,MedTel,Healthcare,Virtual health clinics,Bhubaneswar,British and Indian Governments,Private Equity,N/A,nan
+363,09/02/2018,Rupeek,Consumer Internet,Online Gold Loan,Bengaluru,"Accel Partners, Sequoia Capital",Private Equity,"68,30,000",nan
+364,09/02/2018,WebEngage,Technology,Marketing Cloud for consumer businesses,Mumbai,Social Capital,Private Equity,N/A,nan
+365,12/02/2018,Lendingkart,Finance,Online Lending Platform,Bengaluru,Fullerton Financial Holdings Pte Ltd & Others,Private Equity,"8,70,00,000",nan
+366,12/02/2018,Wydr,Consumer Internet,B2B Marketplace,Gurugram,"Bessemer Venture Partners, Stellaris Venture Partners, Axis Capital, Singapore, Jungle Venture Partners",Private Equity,N/A,nan
+367,12/02/2018,Cashify,E-Commerce,Online Selling,Gurugram,Trifecta Capital,Debt Funding,"9,35,089",nan
+368,13/02/2018,holachef,Food and Beverages,Online Food Delivery,Mumbai,Ashok Kumar Gajera,Seed / Angle Funding,"3,11,200",nan
+369,13/02/2018,Awaaz De,Technology,Mobile Solutions for Social Impact,Ahmedabad,Tribe Impact Capital LLP,Seed / Angle Funding,N/A,nan
+370,13/02/2018,IMAX Program,Ed-Tech,Individualised Progressive Learning Program,Bengaluru,"Michael & Susan Dell Foundation, LGT Impact Ventures",Private Equity,"1,35,00,000",nan
+371,14/02/2018,Littlemore,Ed-Tech,Online Education Platform,Chennai,Kalpavriksh,Private Equity,"30,00,000",nan
+372,14/02/2018,Toppr,Ed-Tech,Online Education Platform,Mumbai,Axis Capital Partners,Private Equity,"1,00,000",nan
+373,14/02/2018,Shirsa Labs,Ed-Tech,Integrated Kids Engagement Company,Mumbai,"Dewang Neralla, Mahesh Kothurkar,Atul Agarwal",Private Equity,"5,00,000",nan
+374,14/02/2018,MoneyOnMobile,Technology,mobile payment platform,Mumbai,S7 Group,Private Equity,"50,00,000",nan
+375,15/02/2018,PetSutra,Consumer Internet,Online Pet Care Products,Gurugram,Michael Patrick Hickey,Seed / Angel Funding,"1,48,434",nan
+376,15/02/2018,Infibeam,E-Commerce,Online Retailing,Ahemadabad,Network 18,Private Equity,"62,30,000",nan
+377,16/02/2018,happay,Finance,Expense Management,Bengaluru,Sequoia and Jerry Yang,Seed / Angel Funding,"2,50,000",nan
+378,16/02/2018,Fincash,Finance,Fin-Tech,Mumbai,"Mohammed Khan, Sameer Narayan & Others",Seed / Angel Funding,"1,50,000",nan
+379,19/02/2018,AyeFinance,Finance,Online Lending,Gurugram,"Hinduja Leyland Finance, IntelleGrow",Private Equity,"38,00,000",nan
+380,20/02/2018,Agricxlab,Agriculture,Agri-tech,Mumbai,Ankur Capital,Seed / Angel Funding,"5,00,000",nan
+381,21/02/2018,Udaan,E-Commerce,B2B Marketplace,Bengaluru,Lightspeed & Yuri Milner,Private Equity,"5,00,00,000",nan
+382,21/02/2018,Capillary,IT,SaaS,Bengaluru,"Wargburg Pincus, Sequoia",Private Equity,"2,00,00,000",nan
+383,21/02/2018,The Healthy Billions,Healthcare,Analytics,Gurugram,"Blume Ventures, HealthQuad and Fireside Ventures",Private Equity,"21,00,000",nan
+384,21/02/2018,HighRadius,Technology,Cloud-based Software,Hyderabad,"PNC, Citi Ventures",Private Equity,N/A,nan
+385,26/02/2018,Avishkaar Box,Ed-Tech,Education,Delhi,Auxano Deals,Private Equity,"7,72,500",nan
+386,26/02/2018,Planys Technologies,Technology,Robotic InspectionStartup,Chennai,"Kris Gopalakrishnan, Pratithi Investment Trust, MEMG Family Office, S Gopal",Private Equity,"10,40,000",nan
+387,27/02/2018,Lollypop,Technology,Digital Design,Bengaluru,Dr Devi Shetty,Seed / Angel Funding,N/A,nan
+388,27/02/2018,Trilyo,Technology,AI platform for hospitality industry,Mumbai,"Startup Buddy,Amit Manocha and others",Seed / Angel Funding,"2,50,000",nan
+389,28/02/2018,Gaana,Technology,Online Music Streaming,Gurugram,"Tencent Holdings Ltd, Times Internet",Private Equity,"11,50,00,000",nan
+390,28/02/2018,Credy,IT,SaaS,Bengaluru,"Y Combinator, Khosla Ventures, Vy Capital and others",Seed / Angel Funding,"14,00,000",nan
+391,28/02/2018,Predible Health,Healthcare,Cancer radiology,Bengaluru,Unitus Seed Fund,Seed/Angel Funding,N/A,nan
+392,02/01/2018,CleverTap,Technology,Mobile App Analytics,Mumbai,"Recruit Holdings, Sequoia Capital India, Accel Partners",Angel / Seed Funding,N/A,nan
+393,04/01/2018,EarlySalary,Finance,Online Lending,Pune,Eight Roads Ventures India,Private,"1,57,00,000",nan
+394,05/01/2018,WOTU,E-commerce,Food and Beverages,Bengaluru,"Claris Capital, Mumbai Angels Network",Angel / Seed Funding,N/A,nan
+395,08/01/2018,DAAKI,E-commerce,Sports Nutrition Supplement etailer,Bengaluru,Rohan Agila,Angel / Seed Funding,N/A,nan
+396,09/01/2018,Lendingkart,Finance,Online Lending,Ahmedabad,Nederlandse Financierings-Maatschappij voor Ontwikkelingslanden N.V.,Debt Funding,"47,00,000",nan
+397,09/01/2018,Kinsane Entertainment Inc,Entertainment,Digital Entertainment for Children,Mumbai,N/A,Seed/Angel Funding,"25,00,000",nan
+398,10/01/2018,Tapzo,Technology,Personal Assistant,Bengaluru,RuNet & Other,Private Equity,"19,30,000",nan
+399,10/01/2018,Appario Retail Pvt Ltd.,E-commerce,Retail,Delhi,Amazon-Patni JV,Private Equity,"1,88,40,000",nan
+400,10/01/2018,Samunnati,Finance,Agricultural Loan,Chennai,"responsAbility, Elevar Equity and Accel Partners",Private Equity,"2,35,00,000",nan
+401,10/01/2018,Sahajanand Medical Technologies,Technology,Medical Devices,Surat,Morgan Stanley Private Equity Asia,Private Equity,"3,62,30,000",nan
+402,12/01/2018,Kuants,Technology,Algorithmic Trading,Gurgaon,"Pankaj Chopra, Ankush Gupta",Angel / Seed Funding,"80,000",nan
+403,12/01/2018,Razorpay,Technology,Payment Gateway,Bengaluru,"Tiger Global, Y Combinator",Private Equity,"2,00,00,000",nan
+404,15/01/2018,Streak,Technology,Algorithmic Trading,Bengaluru,"Indian fintech fund, Rainmatter",Angel / Seed Funding,"3,54,600",nan
+405,15/01/2018,pi Ventures,Finance,Venture Capital,Bengaluru,"Sunil Kant Munjal, Hero Electronix\\xe2\\x80\\x99s corporate financing arm, Electronic Development Fund",Private Equity,"2,50,00,000",nan
+406,15/01/2018,Newgen Software,Technology,IT,New Delhi,"Goldman Sachs, hedge fund & Others",Private Equity,"2,00,00,000",nan
+407,17/01/2018,Rubix,Technology,Education,Pune,Polaris Fund,Private Equity,"10,00,000",nan
+408,18/01/2018,ShareChat,Technology,Social,Bengaluru,"Xiaomi Singapore, Shunwei Capital",Private Equity,"1,82,00,000",nan
+409,22/01/2018,Paperflite,Technology,IT,Chennai,The Chennai Angels,Angel / Seed Funding,"4,00,000",nan
+410,22/01/2018,HungerBox,Consumer Internet,Food and Beverages,Bangalore,Lionrock Capital,Private Equity,"25,00,000",nan
+411,22/01/2018,Skillate,Technology,Artificial Intellegence,Bengaluru,"Incubate Fund India, Anuj Agrawal",Private Equity,N/A,nan
+412,22/01/2018,OptaCredit,Finance,Alternative Lending,Chennai,DMI Finance,Private Equity,"40,00,000",nan
+413,22/01/2018,AEON Learning,Technology,Education,Bengaluru,Dr. Ranjan Pai,Private Equity,"32,00,000",nan
+414,23/01/2018,Milkbasket,E-commerce,Online Grocery,Gurugram,Unilever Ventures,Private Equity,"30,00,000",nan
+415,24/01/2018,NeoGrowth Credit,Finance,Digital Lending,Mumbai,"LeapFrog Investments, Aspada Investment, Quona Capital",Private Equity,"4,70,00,000",nan
+416,24/01/2018,Rao IIT Academy,Education,Coaching Services,Mumbai,Avendus Finance,Structured Debt,"86,00,000",nan
+417,24/01/2018,Aye Finance,Finance,Online Lending,Gurugram,IFMR Capital,Term Loan,"62,40,000",nan
+418,25/01/2018,Glassic,Ecommerce,Eyewear,Bengaluru,"Chennai Angels, Lead Angels, LetsVenture",Angel / Seed Funding,N/A,nan
+419,25/01/2018,GreyAtom,Technology,Education,Mumbai,Pravega Ventures,Private Equity,"10,00,000",nan
+420,26/01/2018,Axio,Healthcare,Hemostatic Dressing Solutions,Bengaluru,RNT Capital,Private Equity,"74,00,000",nan
+421,29/01/2018,eKincare,Healthcare,Technology,Hyderabad,"Ventureast, Endiya Partners, Eight Roads Ventures, Touchstone Equities, BVR Mohan Reddy",Private Equity,"15,00,000",nan
+422,29/01/2018,The Wedding Brigade,Consumer internet,Online Services,Mumbai,Blume Ventures,Private Equity,"10,00,000",nan
+423,30/01/2018,PeeSafe,Healthcare,Hygiene,Gurugram,"Shivani Singh, Rahul Maroli, Mitesh Shah, Venture Catalysts, Alfa Capital, Green Shots Capital, Real Time Ventures.",Private Equity,"10,00,000",nan
+424,30/01/2018,BrowserStack,Technology,Browser Testing,Mumbai,Accel Partners,Private Equity,"5,00,00,000",nan
+425,30/01/2018,Scapic,Technology,Virtual Reality,Bengaluru,"Axilor Ventures, Newfort Capital",Angel / Seed Funding,"5,00,000",nan
+426,30/01/2018,MoneyOnMobile,Technology,Mobile Payment Platform,Mumbai,Undisclosed Investors,Private Equity,"76,00,000",nan
+427,30/01/2018,CureFit,Healthcare,Fitness,Bengaluru,"HDFC Bank, Axis Bank",Debt Funding,"1,00,00,000",nan
+428,31/01/2018,iNurture,Technology,Education Solutions,Bengaluru,Ventureast,Private Equity,"44,00,000",nan
+429,01/12/2017,Strata Enviro,Technology,IoT based air pollution controller,Mumbai,Scale Minds,Private Equity,N/A,nan
+430,05/12/2017,Dunzo,Technology,Daily Task Management Mobile App,Bangalore,Google,Private Equity,"1,23,00,000",nan
+431,05/12/2017,Tata Housing,Real Estate,Residential Project,Mumbai,Hines,Private Equity,"2,30,00,000",nan
+432,05/12/2017,HandyTrain,Technology,Mobile Learning Management Platform,Goa,NB Ventures,Private Equity,"10,00,000",nan
+433,05/12/2017,Mobycy,Technology,Bicycle sharing Platform,Gurgaon,Undisclosed Investors,Seed/Angel Funding,"5,00,000",nan
+434,06/12/2017,Greenlight Planet,Technology,Off-grid solar products platform,Mumbai,"Apis Partner, Eight Roads Ventures, Bamboo Capital Partners",Private Equity,"6,00,00,000",nan
+435,06/12/2017,Fintobox,Technology,Child Learning & Development Platform,Chennai,Lightbox,Private Equity,"70,00,000",nan
+436,07/12/2017,Mswipe,Technology,Mobile point of sale services provider,Mumbai,Eduardo Saverin,Private Equity,"1,00,00,000",nan
+437,07/12/2017,The Label Life,E-Commerce,Home Decor and Online Fashion Portal,Mumbai,Kalpvriksh,Private Equity,"31,00,000",nan
+438,07/12/2017,Cygnus Hospitals,Healthcare,Super speciality Hospitals,Gurgaon,Somerset Indus Capital Ventures,Seed/Angel Funding,"7,50,000",nan
+439,07/12/2017,eShakti,Ecommerce,"""Women\\'s Fashion Clothing Online Platform""",Chennai,IDG Ventures,Debt Funding,"23,00,000",nan
+440,08/12/2017,Inshorts,Technology,Mobile News Curation App,Noida,Tiger Global,Private Equity,"50,00,000",nan
+441,11/12/2017,Vahdam Tea,E-Commerce,Online Platform Selling Indian Tea Globally,Delhi,"Singapore Angel Network, Mumbai Angel",Private Equity,"15,00,000",nan
+442,11/12/2017,Logic Roots,Technology,Educational Platform to Learn Mathematics,Mumbai,Village Capital,Seed/Angel Funding,"50,000",nan
+443,11/12/2017,Project Mudra,Technology,Assisting Visually Impaired to learn through Braille,Bengaluru,Village Capital,Seed/Angel Funding,"50,000",nan
+444,11/12/2017,Furlenco,Technology,Furniture Rental Platform,Bengaluru,Aamir Khan,Debt Funding,"12,00,000",nan
+445,12/12/2017,I Can Stay,Technology,Hotel Aggregator Platform,Delhi,HT Media,Private Equity,"18,00,000",nan
+446,12/12/2017,Fracktal Works,Technology,Platform based on 3D printing and Digital Manufacturing,Bengaluru,Hyderabad Angels,Seed/Angel Funding,N/A,nan
+447,12/12/2017,Simility,Technology,Adaptive Fraud Intelligence Platform,Hyderabad,Accel Partners,Private Equity,"1,75,00,000",nan
+448,12/12/2017,Shopholix,E-Commerce,Fashion and Lifestyle Coupon Platform,Gurgaon,Munesh Khanna,Seed/Angel Funding,"2,33,000",nan
+449,13/12/2017,MindTickle,Technology,Gamification Platform to train Sales People,Pune,Canaan Partners,Private Equity,"2,70,00,000",nan
+450,13/12/2017,Nazara Technologies,Technology,Mobile Games Development Firm,Mumbai,Rakesh Jhunjhunwala,Private Equity,"2,70,00,000",nan
+451,13/12/2017,DocsApp,Technology,Mobile Application for Doctor Consultation,Bengaluru,Bessemer Venture Partners,Private Equity,"72,00,000",nan
+452,13/12/2017,Capita World,Technology,Artificial Intelligence Platform to Raise Funds,Mumbai,"Mohan Tanksale, Kiran Shetty, Darshak Shah, Mandar Mhatre",Private Equity,N/A,nan
+453,14/12/2017,Tea Box,E-Commerce,Fresh Indian Tea Selling Platform across 112 countries,Bengaluru,RB Investments,Private Equity,"70,00,000",nan
+454,14/12/2017,Transversal Technologies,Technology,Hyperlocal Video Information Sharing Platform,Bengaluru,Matrix Partners,Private Equity,"60,00,000",nan
+455,14/12/2017,Curofy,Technology,Mobile App for Network of Doctors,Gurgaon,RoundGlass Partners LLC,Seed/Angel Funding,"2,50,000",nan
+456,14/12/2017,HomeLane,E-Commerce,Online Furniture Marketplace,Bengaluru,"Accel Partners, Sequoia Capital, RB Investments",Private Equity,"1,00,00,000",nan
+457,14/12/2017,WeDoSky,Technology,Provides Business Insights using Drone Imaginary,Delhi,Mumbai Angels Network,Private Equity,N/A,nan
+458,15/12/2017,Purplle,E-Commerce,Beauty Products Online Marketplace,Mumbai,"Mountain Pain Capital, Suncoast Investments",Seed/Angel Funding,"5,37,000",nan
+459,15/12/2017,Cash Suvidha,E-Commerce,Online Micro-Lending Platform,Delhi,N/A,Debt Funding,"27,00,000",nan
+460,18/12/2017,Sky Met Weather,Technology,Weather Forecast Platform,Noida,InsuResillience Investment Fund,Private Equity,N/A,nan
+461,19/12/2017,Springboard,Technology,Online Courses and Mentoring from Experts,Bengaluru,"Costanoa, Learn Capital, Jyoti Bansal",Private Equity,"95,00,000",nan
+462,19/12/2017,Peel Works,Technology,SaaS based Big Data Analytics Platform,Mumbai,Unilever Ventures,Private Equity,N/A,nan
+463,19/12/2017,9Stacks,Technology,Online Poker Platform,Delhi,"Swati Gupta, Purnima Khandelwal, Maheshwar Peri, Sanjay Singh",Private Equity,"15,00,000",nan
+464,20/12/2017,Your Quote,Technology,Vernacular and Video Content Platform,Bengaluru,"Axilor Ventures, E-City VEntures Atul Goel",Private Equity,"10,00,000",nan
+465,20/12/2017,Spandana Sphoorty,Finance,Micro finance institution providing small ticket unsecured loans to women,Hyderabad,"""Kedaraa Capital, Ontario Teachers\\'""",Private Equity,"1,95,00,000",nan
+466,21/12/2017,Indus OS,Technology,Regional Operating System for Smartphones,Mumbai,Omidyar Network,Private Equity,"40,00,000",nan
+467,21/12/2017,EasyEcom,E-Commerce,Ecommerce enabler platform,Bengaluru,"Ambarish Gupta, Aneesh Reddy, Bold Ventures, Vona Investments",Seed/Angel Funding,"1,50,000",nan
+468,21/12/2017,IGP.com,E-Commerce,Online Gifting Platform,Uttar Pradesh,Venture Catalysts,Private Equity,N/A,nan
+469,26/12/2017,Specsmakers,E-Commerce,Online Spects Platform for Men and Women,Chennai,Eight Roads Ventures India,Private Equity,"1,00,00,000",nan
+470,27/12/2017,Garage On Road,E-Commerce,Online vehicle service booking platform,Noida,Gaurav Gupta,Private Equity,N/A,nan
+471,27/12/2017,Foyr.com,Technology,Realty Tech Startup solving real life Interior Designing problems,Hyderabad,Jones Lang LaSalle,Private Equity,"38,00,000",nan
+472,02/11/2017,Prest Loans,Finance,Business & SME Loans provider,New Delhi,"Manish Poddar, Arun Garg, Parmeshwar Sharma",Seed Funding,"5,70,000",nan
+473,02/11/2017,AadharAPI.com,Technology,Aadhaar-based API provider,Pune,CIO Angel Network,Seed Funding,N/A,nan
+474,02/11/2017,FreshBoxx,ECommerce,Online Grocery Store,Bangalore,Jayant Humbarwadi,Seed Funding,N/A,nan
+475,03/11/2017,Vagupu,Technology,Online Tutorial Marketplace,Bangalore,Undisclosed Investors,Seed Funding,"10,00,000",nan
+476,03/11/2017,HalaPlay,Consumer Internet,Online Fantasy Games,Mumbai,"Kae Capital Management, Nazara Technologies",Seed Funding,N/A,nan
+477,03/11/2017,Kalpnik Technologies,Technology,VR based Spiritual platform,Bangalore,Venture Catalysts,Seed Funding,"5,00,000",nan
+478,04/11/2017,Hevo Data,Technology,Real time data analytics & reporting,Bangalore,IDG Ventures India,Private Equity,"10,00,000",nan
+479,06/11/2017,Smart Karma,Technology,Financial Technology Research Platform,Bangalore,IDG Ventures India,Private Equity,N/A,nan
+480,06/11/2017,Leverage Edu,ECommerce,Online platform for Higher Education Services,New Delhi,"Alok Mittal, Deepak Jain, Ritesh Malik, Jim Schimdktke",Seed Funding,N/A,nan
+481,07/11/2017,Crayon Data,Technology,Customer Engagement Platform,New Delhi,Infosys co-founder Kris Gopalakrishnan,Seed Funding,N/A,nan
+482,07/11/2017,DocTalk,Technology,Doctor Patient Communication platform,Mumbai,"Matrix Partners India, Khosla Ventures",Private Equity,"50,00,000",nan
+483,07/11/2017,CoveIoT,Technology,Wearable tech and Internet of Things platform,Bangalore,"Titan Co Ltd, Tata Group\\xe2\\x80\\x99s watch and jewellery retailing firm",Private Equity,"50,00,000",nan
+484,08/11/2017,TalentEdge,Technology,Distance Education Learning Platform,Bangalore,Lumis Partners,Private Equity,"76,00,000",nan
+485,08/11/2017,Fisdom,Finance,Mutual Fund Investment App,Bangalore,Quona Capital Management,Private Equity,"30,00,000",nan
+486,08/11/2017,FarmLink,eCommerce,Online platform for Agricultural products,Mumbai,"Pioneering Ventures, Syngenta AG",Private Equity,"30,00,000",nan
+487,08/11/2017,OpenApp,Technology,IoT based Tech Startup,Bangalore,"Axilor Ventures, Kumar Vembu",Private Equity,"36,00,000",nan
+488,09/11/2017,NoPaperForms,Technology,Enrolment Management Platform,Delhi,Info Edge,Seed Funding,"8,72,000",nan
+489,09/11/2017,Tilite Technologies Pvt. Ltd,Technology,Saas based Corporate Travel Management Solution,Bangalore,Matrix Partners,Seed Funding,N/A,nan
+490,09/11/2017,Mobiliz AR,Technology,Augmented Reality based Tech platform,Bangalore,"IDG Ventures, IDFC-Parampara Fund",Private Equity,N/A,nan
+491,10/11/2017,Qubole,Technology,Big Data based analytics platform,Bangalore,"Singtel, Innov8, Harmony Partners",Private Equity,"2,50,00,000",nan
+492,10/11/2017,Happily Unmarried,ECommerce,Online Gifting platform,Nw Delhi,Wipro Consumer Care,Private Equity,N/A,nan
+493,13/11/2017,Universal Sportsbiz Pvt. Ltd,ECommerce,Celebrity fashion accessories and merchandise,Mumbai,Accel Partners,PrivateEquity,"1,50,00,000",nan
+494,14/11/2017,Hungry Foal,Ecommerce,Healthy & Nutrition based snacks online platform,Gurgaon,GAIL India Ltd,Seed Funding,N/A,nan
+495,14/11/2017,Active AI,Technology,AI based FinTech platform,Bangalore,Vertex Ventures,Private Equity,"82,50,000",nan
+496,15/11/2017,Sumeru,Technology,Banking Software License Platform,Bangalore,Undisclosed Investors,Seed Funding,"9,00,000",nan
+497,15/11/2017,ElderAid Wellness,Health Care,Social Healthcare Enterprise,Bangalore,Rugmini Menon,Angel Funding,N/A,nan
+498,15/11/2017,Omnia Information,Technology,WiFi Analytics Platform,Delhi,Omidyar Network,Private Equity,"30,00,000",nan
+499,15/11/2017,Josh Talks,Inspiration,Storytelling platform,Gurgaon,"Girish Mathrubootham, Apurva Chamaria, Rohit Chanana",Private Equity,N/A,nan
+500,15/11/2017,Reniso,Technology,End-to-End property management for landlords living away,New Delhi,"Nishit Sharma, Alok Srivastava",Seed Funding,N/A,nan
+501,17/11/2017,Kanhaiya,Inspiration,Storytelling platform,Hyderabad,Undisclosed Investors,Seed/Angel Funding,"2,00,000",nan
+502,17/11/2017,Perspectico,Technology,Placement preparation and career growth training platform,Delhi,"SSCBS Innovation, Incubation Foundation (SIIF)",Seed/Angel Funding,N/A,nan
+503,20/11/2017,ONN Bikes,Technology,Self riding bike rental program,Mumbai,Z Nation Lab,Seed/Angel Funding,"6,92,000",nan
+504,21/11/2017,Rapido,Technology,Bike and Taxi pooling online platform,Hyderabad,"Skycatcher Fund, Aravind Sanka",Seed/Angel Funding,"3,29,230",nan
+505,21/11/2017,Heckyl,Technology,Big Data Analytics Platform,Mumbai,"Notion Capital, IDG Ventures",Private Equity,"27,00,000",nan
+506,21/11/2017,Nuvepro,Technology,Managed Cloud Environment Solutions,Mumbai,1Crowd,Seed/Angel Funding,"4,00,000",nan
+507,21/11/2017,RedBook,Technology,AI based pharmacy drugs insights platform,Mumbai,"Vida Ventures, Dr. Aniruddha Malpani",Seed/Angel Funding,"2,50,000",nan
+508,21/11/2017,Portea,Healthcare,Healthcare facilities at doorstep,Bangalore,"Sabre Partners, MEMG CDC",Private Equity,"2,60,00,000",nan
+509,21/11/2017,Credit Mate,Technology,Vehicle loan approval platform,Mumbai,Paytm,Private Equity,N/A,nan
+510,21/11/2017,Epiq Capital,Finance,Tech based investor firm,Mumbai,Global Institutional Investors,Private Equity,"20,00,00,000",nan
+511,22/11/2017,MiStay,Technology,Online Hotel Reservation Platform,Bangalore,Axilor Ventures,Seed/Angel Funding,N/A,nan
+512,23/11/2017,WittyFeed,Storytelling,Viral Content and storytelling platform,Indore,Sandeep Aggarwal,Seed/Angel Funding,N/A,nan
+513,24/11/2017,IDG Ventures,Finance,Venture Capitalist,Bangalore,Uniliver Ventures,Private Equity,"1,00,00,000",nan
+514,24/11/2017,TempGo,Technology,IoT and SaaS based transportation platform,Goa,Javelin StartupO Victory Fund,Seed/Angel Funding,"2,50,000",nan
+515,27/11/2017,Edelweiss,Finance,Diversified Financial,Mumbai,Undisclosed investors,Private Equity,"27,00,00,000",nan
+516,27/11/2017,ERA,Technology,Identity management platform,Mumbai,Amit Patni,Seed/Angel Funding,"39,000",nan
+517,27/11/2017,Smaaash,Technology,Virtual Reality based gaming platform,Mumbai,Sixth Sense Ventures,Private Equity,"38,00,000",nan
+518,28/11/2017,Chumbak,Lifestyle,Designer-led consumer products,Bangalore,Gaja Capital,Private Equity,"1,30,00,000",nan
+519,28/11/2017,FR8,Technology,Online Truck aggregator platform,Chennai,IFMR Capital,Debt Funding,"15,00,000",nan
+520,28/11/2017,MobieFit,Healthcare,Health and fitness based mobile App,Goa,"NB Ventures, MediAssist",Seed/Angel Funding,"13,50,000",nan
+521,28/11/2017,Stanza Living,Technology,Student accommodation platform,Delhi,"Matrix PArtners, Accel",Private Equity,"20,00,000",nan
+522,03/10/2017,ChqBook,Consumer Internet,Home Loans Aggregation platform,Gurgaon,"Startup Buddy, Apurva Chamaria,Sachin Arora, Bharat Gupta, Amit Manocha",Seed Funding,N/A,nan
+523,03/10/2017,HomeCapital,Consumer Internet,Home Loan Down payment assistance program,Mumbai,Venture Catalysts,Seed Funding,N/A,nan
+524,03/10/2017,Ola Cabs,Consumer Internet,App based cab hailing services,Bangalore,"Tencent, Softbank Group",Private Equity,"11,00,00,000",nan
+525,04/10/2017,Elanic,Consumer Internet,P2P platform for Fashion sales,Bangalore,Digital Garage,Seed Funding,N/A,nan
+526,04/10/2017,CollPoll,Consumer Internet,Education collaboration platform,Bangalore,Sprout Angels,Seed Funding,"3,06,000",nan
+527,04/10/2017,PhonePe,Consumer Internet,Digital Wallet,Bangalore,Flipkart,Private Equity,"3,87,00,000",nan
+528,05/10/2017,Little Black Book,Consumer Internet,Local Recommendations and Discoveries Platform,New Delhi,"Blume Ventures, IDG Ventures & Indian Angel Network",Private Equity,"10,00,000",nan
+529,05/10/2017,Oorjan,Technology,rooftop solar platform,Mumbai,Globevestor,Seed Funding,"4,50,000",nan
+530,05/10/2017,Zefo,ECommerce,Ecommerce Portal for Used Goods,Bangalore,"Sequoia India, Helion Venture Partners, Beenext",Private Equity,"92,00,000",nan
+531,06/10/2017,Yaantra,ECommerce,Mobile repair and Refurbishment platform,New Delhi,Carpediem Capital,Private Equity,"31,00,000",nan
+532,06/10/2017,Farm Taaza,Technology,Fresh Produce SCM company,Bangalore,"Epsilon Venture Partners, Tara India Fund IV and others",Private Equity,"80,00,000",nan
+533,06/10/2017,Drivezy,Consumer Internet,Self Drive car and bike rental platform,Bangalore,"Das Capital, Axan Partners, Das Capital and IT Farm",Private Equity,"1,00,00,000",nan
+534,06/10/2017,Slice Pay,Consumer Internet,Student Micro-financing platform,Bangalore,"Das Capital, Simile Ventures",Private Equity,"20,00,000",nan
+535,09/10/2017,Agrowave,Technology,Agriculture Supply Chain management solutions,Gurgaon,Daffodil Software,Seed Funding,N/A,nan
+536,09/10/2017,MyGubbi,eCommerce,Home Interior Designing Seller,Bangalore,"Firoze Irani, Vipul Parekh, Ananda Kallugadde, Rajesh K Murthy",Private Equity,"27,00,000",nan
+537,09/10/2017,IBSFintech,Technology,Treasury Risk Management Solution,Bangalore,Shailesh Haribhakti,Seed Funding,N/A,nan
+538,09/10/2017,Letsservice,Consumer Internet,Auto Service Logistics & SAAS platform,Bangalore,Aequs Group,Private Equity,N/A,nan
+539,09/10/2017,OneStepUp,Technology,Education Technology platform,New Delhi,Orient BlackSwan,Seed Funding,"3,36,000",nan
+540,09/10/2017,ThirdWatch,Technology,AI-powered anti-fraud solutions,Gurgaon,"Rahul Agarwalla, Keshav Sanghi, Batlivala & Karani Securities",Seed Funding,N/A,nan
+541,10/10/2017,Parallel Dots,Technology,AI-powered deep learning solutions,Gurgaon,"Multipoint Capital,",Private Equity,"14,00,000",nan
+542,10/10/2017,Easy Diner,Consumer Internet,online restaurant reservation platform,Gurgaon,Saama Capital and DSG Consumer Partners,Private Equity,"45,00,000",nan
+543,11/10/2017,Meesho,ECommerce,Online Reseller Network,Bangalore,"SAIF Partners, YCombinator, Venture Highway",Private Equity,"31,00,000",nan
+544,11/10/2017,StanPlus,Logistics,Medical Transportation Services,Hyderabad,KStart Capital,Private Equity,"11,00,000",nan
+545,12/10/2017,UCLID,Technology,"Education Network for Institutions, teachers & Students",Hyderabad,Undisclosed investors,Seed Funding,"2,35,000",nan
+546,13/10/2017,Policy Bazaar,Consumer Internet,Online insurance policy aggregator,Gurgaon,"Wellington Management, DG Ventures India, True North",Private Equity,"7,70,00,000",nan
+547,13/10/2017,Gapoon,Consumer Internet,home maintenance services platform,Bangalore,"Vida Ventures, Snehal Mantri, Anshu Bahadur",Seed Funding,"2,50,000",nan
+548,13/10/2017,Chaayos,eCommerce,Online Chai ordering platform,Gurgaon,Tiger Global Management,Private Equity,"20,00,000",nan
+549,16/10/2017,KrazyBee,Consumer Internet,Micro-lending platform,Bangalore,"Xiaomi Technologies, Shunwei Capital",Private Equity,"80,00,000",nan
+550,16/10/2017,Renew Buy,Consumer Internet,Online Insurance Aggregator,New Delhi,Amicus Capital,Private Equity,"92,00,000",nan
+551,17/10/2017,Fingerlix,Consumer Internet,Food Ordering Portal,Bangalore,"Accel Partners, Zephyr Peacock",Private Equity,"70,00,000",nan
+552,18/10/2017,Bank Bazaar,Consumer Internet,Online Financial Marketplace,Chennai,Experian,Private Equity,"70,00,000",nan
+553,18/10/2017,Hasura,Technology,App building platform,Chennai,"Nexus, GREE Ventures",Private Equity,N/A,nan
+554,18/10/2017,BlackBuck,Logistics,B2B Logistics provider,Bangalore,Innoven Capital,Private Equity,"77,00,000",nan
+555,18/10/2017,LenDen Club,Consumer Internet,Online peer-to-peer lending platform,Mumbai,Undisclosed Investor,Seed Funding,"5,00,000",nan
+556,23/10/2017,Toppr,Consumer Internet,Mobile based learning app,Mumbai,"SAIF Partners, Helion Ventures, FIL Capital Management",Private Equity,"70,00,000",nan
+557,23/10/2017,RAW Pressery,Food & Beverage,Cold pressed Juice maker,Mumbai,"DSG Consumer Partners, Sequoia Capital, Saama Capital",Private Equity,"60,00,000",nan
+558,23/10/2017,Cashe,Consumer Internet,app-only lending platform,Mumbai,IFMR Capital,Debt Funding,"31,00,000",nan
+559,23/10/2017,Park Easy,Consumer Internet,Machine learning based parking discovery,Kolkata,Rockstart Accelerator,Seed Funding,"1,18,000",nan
+560,24/10/2017,TagBox,Technology,Cold Chain monitoring solution,Bangalore,"Indian Angel network, IAN Fund",Seed Funding,N/A,nan
+561,24/10/2017,FYRE,Food & Beverage,Herbal energy shot maker,Mumbai,Venture Catalysts,Seed Funding,"5,00,000",nan
+562,24/10/2017,ZipLoan,Consumer Internet,SME lending platform,New Delhi,"Matrix Partners India, WaterBridge Ventures, Whiteboard Capital, Sarbvir Singh",Private Equity,"30,00,000",nan
+563,24/10/2017,Skillenza,Consumer Internet,Online Learning Platform,Bangalore,"Blume Ventures, Indian Angel Network",Seed Funding,"7,22,000",nan
+564,24/10/2017,Chevon,Food & Beverage,Frozen Meat provider,Mumbai,Greenfield Advisory,Private Equity,N/A,nan
+565,25/10/2017,PropStory,Consumer Internet,Real Estate content portal,Gurgaon,"Abhishek Bhatewara, Vivek Shah, Haitong Securities, Suraj Saharan, Paras Arora",Seed Funding,N/A,nan
+566,25/10/2017,SpotDraft,Consumer Internet,Contract Automation,Gurgaon,"Hunch Ventures, Spiral Ventures, 500 Startups, Singapore Angel Network, Citrus Payments",Seed Funding,"5,50,000",nan
+567,26/10/2017,Big Basket,eCommerce,Online Grocery portal,Bangalore,Helion Ventures Partners,Private Equity,"50,00,000",nan
+568,27/10/2017,OfBusiness,Technology,B2B Finance & Fulfilment Network,Gurgaon,Kotak Mahindra Bank,Debt Funding,"38,00,000",nan
+569,27/10/2017,Olly Credit,Technology,Credit + payment mobile app,New Delhi,"Incubate Fund, Sandesh Kirkire, Anand Kumar, Yogesh Chaudhary",Seed Funding,N/A,nan
+570,28/10/2017,CashFree,Technology,Payments Platform for Marketplaces and Fintechs,New Delhi,Y Combinator,Seed Funding,"1,20,000",nan
+571,28/10/2017,Ola Cabs,Consumer Internet,App based cab hailing services,Bangalore,ANI Technologies Pvt. Ltd,Private Equity,"77,00,000",nan
+572,30/10/2017,GoldFarm,Food & Beverage,Agriculture Technology,Coimbatore,Mahindra & Mahindra and Infuse Ventures,Private Equity,"20,00,000",nan
+573,31/10/2017,NetMeds,ECommerce,Online Pharmacy,Chennai,TannCam Investment & Sistema Asia Fund,Private Equity,"1,40,00,000",nan
+574,31/10/2017,MSE,Finance,Equity Stock Exchange,Mumbai,"IL&FS, Trust Capital, Rosy Blue Securities, Radhakrishan Damani and Rakesh Jhunjhunwala",Private Equity,"3,20,00,000",nan
+575,01/09/2017,Aahaa Stores,eCommece,Online B2B store for office supplies,Chennai,YourNest Angel Fund,Private Equity,"10,00,000",nan
+576,01/09/2017,MFine,Consumer Internet,Online Doctor Discovery platform,Bangalore,"Stellaris Venture Partners, Mayur Abhaya, Rohit MA",Private Equity,"15,00,000",nan
+577,01/09/2017,Canvera,Consumer Internet,Online Photography platform,Mumbai,InfoEdge,Private Equity,"13,00,000",nan
+578,04/09/2017,PrimaryIO,Technology,Application Performance Acceleration,Pune,"Accel Partners, Exfinity Ventures, Partech Ventures",Private Equity,"56,00,000",nan
+579,05/09/2017,Shubh Loans,Consumer Internet,online lending platform,Bangalore,"SRI Capital, BeeNext, Pravega Ventures",Private Equity,"15,00,000",nan
+580,05/09/2017,Nest Education,Technology,EduTech Platform,Gurgaon,"Michael and Susan Dell Foundation, Anand Mahindra",Seed Funding,"6,00,000",nan
+581,06/09/2017,Lending Kart,Consumer Internet,Online Lending Platform,Ahmedabad,"Bertelsmann India, Mayfield Capital, Saama Capital, Darrin Capital",Private Equity,"1,07,50,000",nan
+582,06/09/2017,GoFro,Consumer Internet,Online travel booking platform,New Delhi,"HIS Co. Ltd, MakeMyTrip",Private Equity,"1,00,00,000",nan
+583,06/09/2017,OncoStem,Healthcare,Medical Diagnostic Solutions,Bangalore,"Sequoia Capital India, Artiman Ventures",Private Equity,"60,00,000",nan
+584,06/09/2017,Power2SME,eCommerce,Buying Club for Small Businesses,Gurgaon,"International Finance Corporation (IFC), Inventus Capital Partners, Accel Partners, Kalaari Capital, and Nandan Nilekani,",Private Equity,"2,60,00,000",nan
+585,07/09/2017,Credit Vidya,Consumer Internet,Online Credit scoring platform,Mumbai,Matrix Partners,Private Equity,"50,00,000",nan
+586,07/09/2017,Tails Life,Consumer Internet,Pet care portal & mobile app,Bangalore,V Balakrishnan.,Private Equity,N/A,nan
+587,07/09/2017,OYO Rooms,Consumer Internet,Branded budget hotels marketplace,Gurgaon,"SoftBank Group, Sequoia Capital India, Lightspeed Venture Partners, Greenoaks Capital, Hero Enterprise",Private Equity,"25,00,00,000",nan
+588,07/09/2017,Early Salary,Consumer Internet,Online Unsecured Lending platform,Pune,IFMR Capital,Debt Funding,"7,80,000",nan
+589,07/09/2017,MamaEarth,eCommerce,online babycare products marketplace,Gurgaon,Fireside Ventures,Seed Funding,N/A,nan
+590,07/09/2017,Seniority,eCommerce,Ecommerce portal for senior citizens,Pune,RPG Enterprises,Private Equity,"10,00,000",nan
+591,08/09/2017,AYE Finance,Consumer Internet,Micro Lending Platform,New Delhi,"Triodos Investment Management,",Debt Funding,"69,00,000",nan
+592,08/09/2017,Farmizen,Technology,Agre-Tech Mobile app,Bangalore,"Venture Highway, Alok Mittal, Mohit Agarwal, Anuj Gupta,",Seed Funding,N/A,nan
+593,11/09/2017,Ecom Express,Logistics,Logistics Solutions provider,New Delhi,Warburg Pincus,Private Equity,"3,00,00,000",nan
+594,11/09/2017,Call Health,Consumer Internet,Healthcare Services Aggregator,Hyderabad,"Sachin Tendulkar, P.V SIndhu, Pullela Gopichand",Private Equity,"62,00,000",nan
+595,12/09/2017,Sattviko,eCommerce,Health Food etailer,New Delhi,"Raman Roy, Arvind Uppal, Sonu Bhasin, G Ravishankar",Seed Funding,N/A,nan
+596,12/09/2017,3HCare,Consumer Internet,Healthcare services portal,New Delhi,Undisclosed Investor,Seed Funding,"1,00,000",nan
+597,12/09/2017,Tonbo Imaging,Technology,Imaging Technology for Armed Forces,Bangalore,"WRV Capital, Qualcomm Ventures, Edelweiss Private Equity, Artiman Ventures",Private Equity,"1,70,00,000",nan
+598,12/09/2017,Get My Parking,Consumer Internet,Smart Parking Enabler,New Delhi,"IAN Fund, Beenext, Indian Angel Network",Private Equity,"30,00,000",nan
+599,13/09/2017,WittyFeed,Technology,Content marketing platform,Indore,"Anand Chandrasekaran, Apurva Chamaria, Ritesh Malik, Ashish Toshniwal, Ajeet Khurana",Seed Funding,N/A,nan
+600,13/09/2017,Glowroad,Consumer Internet,women focussed customer-to-customer reseller network,Bangalore,"Accel Partners,",Private Equity,"20,00,000",nan
+601,13/09/2017,OYO Rooms,Consumer Internet,udget hotel marketplace,Gurgaon,China Lodging Group,Private Equity,"1,00,00,000",nan
+602,13/09/2017,Unacademy,Consumer Internet,Online learning platform,Mumbai,"Sequoia Capital India, SAIF Partners, Nexus Venture Partners and Blume Ventures,",Private Equity,"1,15,00,000",nan
+603,13/09/2017,Heterogenous,Technology,Telecom & IoT platform,Chennai,"Chennai Angels, Keiretsu Forum & Others",Seed Funding,"7,80,000",nan
+604,14/09/2017,Gurukul,Consumer Internet,co-working space provider,New Delhi,"Rohit Nanda, Rajit Nanda, Smarak Bhuyan, Sashwat Brahma,",Seed Funding,N/A,nan
+605,14/09/2017,Smaaash,Technology,Virtual Reality gaming and entertainment platform,Mumbai,ECL Finance,Private Equity,"4,40,00,000",nan
+606,14/09/2017,WheelStreet,Consumer Portal,Bike Rental Platform,Bangalore,Y Combinator,Seed Funding,"1,20,000",nan
+607,14/09/2017,Xprep,Consumer Internet,Online Tutoring Platform,New Delhi,"Rising Stars, Manish Amin, Pallav Pandey, Chavi Jafa",Private Equity,N/A,nan
+608,18/09/2017,The Moms Co,eCommerce,Pregnancy & Baby Care product etailer,Gurgaon,"DSG Consumer Partners, Saama Capital",Private Equity,"10,00,000",nan
+609,19/09/2017,Noticeboard,Technology,"mobile-first communication platform for on-field staff,",Bangalore,"Shamik Sharma, Aprameya Radhakrishna",Seed Funding,N/A,nan
+610,19/09/2017,High Radius,Technology,Integrated receivables software solutions,Hyderabad,Susquehanna Growth Equity LLC,Private Equity,"5,00,00,000",nan
+611,20/09/2017,HWell24 Plus,Healthcare,Technology-Empowered Healthcare Solutions,Mumbai,Undisclosed Investors,Seed Funding,N/A,nan
+612,21/09/2017,SaveBC,Finance,financial services firm,Gaya,Incofin Investment Management.,Private Equity,"60,00,000",nan
+613,21/09/2017,Gaming Monk,Consumer Internet,E-sports platform,New Delhi,AdvantEdge,Private Equity,N/A,nan
+614,21/09/2017,91SpringBoard,Consumer Internet,Co-working spaces,New Delhi,"Sandway Investment Ltd, Pearl Brook Holdings, Silo Holdings and Al Nour",Private Equity,N/A,nan
+615,21/09/2017,Homergize,eCommerce,Home Furnishing & Building material marketplace,Bangalore,LG Chandrasekhar,Private Equity,"10,00,000",nan
+616,22/09/2017,Yatra.com,eCommerce,Online Travel Agency,Gurgaon,InnoVen Capital India,Debt Funding,"1,54,00,000",nan
+617,22/09/2017,Ace Turtle,Technology,Omni-channel web commerce solutions provider,Bangalore,InnoVen Capital,Private Equity,N/A,nan
+618,25/09/2017,Vogo,Consumer Internet,Scooter Rental Platform,Bangalore,AV Thomas Group,Seed Funding,N/A,nan
+619,25/09/2017,Synup,Technology,SME Marketing Management Solution,Bangalore,"Vertex Ventures, Prime Venture Partners.",Private Equity,"60,00,000",nan
+620,25/09/2017,Tinmen,Consumer Internet,Food Delivery platform,Hyderabad,Zomato Media Pvt. Ltd,Private Equity,N/A,nan
+621,25/09/2017,Cropin,Technology,Crop Technology Solutions,Bangalore,Beenext,Private Equity,N/A,nan
+622,25/09/2017,Rapido,Consumer Internet,Bike Aggregator Mobile App,Bangalore,Battery Road Digital Holdings LLC,Seed Funding,"4,22,000",nan
+623,25/09/2017,Sportobuddy,Consumer Internet,Sports & Sport related equipment portal,Mumbai,Mehul Shah,Seed Funding,"1,50,000",nan
+624,26/09/2017,Credifiable,Consumer Internet,Online consumer lending platform,Bangalore,Kae Capital,Private Equity,N/A,nan
+625,26/09/2017,Inclov,Consumer Internet,Matchmaking app for the differently abled,Gurgaon,"Rajan Anandan, Jamil Khatri, Ravi Iyer, Raghav Bahl",Seed Funding,N/A,nan
+626,26/09/2017,Multibhashi,Consumer Internet,Language learning Mobile App,Bangalore,"Aniruddha Malpani, Startup Oasis",Seed Funding,N/A,nan
+627,27/09/2017,Transerve,Technology,Geospatial Technology-based SaaS solutions,Mumbai,"IL&FS Investment Managers, Omidyar Network.",Private Equity,"16,00,000",nan
+628,27/09/2017,Fashalot,Consumer Internet,O2O fashion discovery platform,Gurgaon,"Capillary Technologies, Whiteboard Capital, YourNest Angel Fund, Rajul Garg",Private Equity,N/A,nan
+629,27/09/2017,Pitstop,Consumer Internet,Car repair and Servicing Platform,Bangalore,"Blume Ventures, Goldbell Group, Anurag Srivastava, Shailesh Rao, Amiya Pathak, Rajesh Yohanan and Rahul Garg",Private Equity,"10,00,000",nan
+630,27/09/2017,GoChoppers,Consumer Internet,Luxury Helicopter Tourism Services portal,Gurgaon,"Rivergate Capital,",Seed Funding,N/A,nan
+631,27/09/2017,MyUpchar,Consumer Internet,Local Language Health Information portal,New Delhi,LetsVenture,Seed Funding,"3,00,000",nan
+632,28/09/2017,Aadyah,Technology,Defense Tech & Aerospace startup,Bangalore,Keiretsu Forum,Private Equity,"10,00,000",nan
+633,01/08/2017,TouchKin,Technology,Predictive Care Platform,Bangalore,Kae Capital,Private Equity,"13,00,000",nan
+634,02/08/2017,Ethinos,Technology,Digital Marketing Agency,Mumbai,Triton Investment Advisors,Private Equity,N/A,nan
+635,02/08/2017,Leverage Edu,Consumer Internet,Online platform for Higher Education Services,New Delhi,"Kashyap Deorah, Anand Sankeshwar, Deepak Jain, Sadashiva NT, Arjun Mehta, Satish Kaul, Anindya Ghose",Seed Funding,N/A,nan
+636,02/08/2017,Zepo,Consumer Internet,DIY Ecommerce platform,Mumbai,"Kunal Shah, LetsVenture, Anupam Mittal, Hetal Sonpal",Seed Funding,"5,00,000",nan
+637,02/08/2017,Click2Clinic,Consumer Internet,healthcare service aggregator,Hyderabad,"Narottam Thudi, Shireesh Palle",Seed Funding,"8,50,000",nan
+638,03/08/2017,SpeedBox,Logistics,On-Demand Logistics Service provider,Mumbai,Cismat Cargo Services Pvt. Ltd.,Seed Funding,"3,00,000",nan
+639,03/08/2017,Skill Connect,Consumer Internet,Recruitment Portal,Jaipur,Rajasthan Angel Investor Network,Seed Funding,N/A,nan
+640,03/08/2017,Chai Point,Consumer Internet,Tea Delivery Portal & offline stores,Bangalore,"DSG Consumer Partners, Eight Roads Ventures India",Private Equity,N/A,nan
+641,03/08/2017,Zoctr,Consumer Internet,Health Products & Services Aggregator,Mumbai,SIDBI,Private Equity,N/A,nan
+642,04/08/2017,Lime Tray,Technology,Restaurant Management Solutions,New Delhi,JSW Ventures,Private Equity,N/A,nan
+643,04/08/2017,CoutLoot,eCommerce,Fashion Resale Marketplace,Mumbai,"Anuj Puri, Redcliffe Capital, Artha India Ventures, Siddharth Kothari, Apoorv Ranjan Sharma,",Seed Funding,N/A,nan
+644,04/08/2017,Box My Space,Logistics,Warehouse Aggregator,Mumbai,"R. Jayakumar, Vaibhav Vohra, Aditya Vazirani, Rhea Vazirani, AVN Business Solutions, Dreamweaver Investments",Seed Funding,N/A,nan
+645,05/08/2017,Curatio,Healthcare,Skincare Speciality services,Chennai,Anicut Capital,Private Equity,N/A,nan
+646,08/08/2017,New Castle Technologies,Technology,Hospital Management Software,Chennai,Undisclosed investors,Seed Funding,"2,43,000",nan
+647,08/08/2017,My Forex Eye,Consumer Internet,foreign exchange services,New Delhi,"Rahul Dev Kumar, Rajesh Mahajan, Ankit Sharma and others",Seed Funding,"2,20,000",nan
+648,09/08/2017,TruxApp,Logistics,Mobile based Logistics Service,New Delhi,"Venugopal Dhoot, Ajay Bhatia, Tarun Khandelwal, Ganpat Singhvi, Mandhian family & Others",Seed Funding,"31,00,000",nan
+649,09/08/2017,CroFarm,Technology,Agriculture Supply Chain solutions,Gurgaon,Factor[e] Ventures,Seed Funding,"7,83,000",nan
+650,09/08/2017,DoodhWala,Consumer Internet,Online milk delivery,Bangalore,Tom Varkey,Seed Funding,N/A,nan
+651,10/08/2017,Stayabode,Consumer Internet,Co-Living space aggregator,Bangalore,"Incubate Fund, Sanjay Shenoy, Mridul Upreti,",Private Equity,N/A,nan
+652,11/08/2017,Flipkart,eCommerce,Online Marketplace,Bangalore,Softbank,Private Equity,"2,50,00,00,000",nan
+653,11/08/2017,Moong Labs,Technology,Mobile games developer,New Delhi,Nazara Games,Private Equity,N/A,nan
+654,11/08/2017,Ola Cabs,Consumer Internet,App based cab aggregation Service,Gurgaon,Tekne Capital Management,Private Equity,"3,60,00,000",nan
+655,14/08/2017,Sports Flashes,Consumer Internet,Sports Content Mobile App,New Delhi,"Bennett, Coleman and Company Ltd (BCCL),",Private Equity,N/A,nan
+656,14/08/2017,Digilend,Technology,Personal Loans & EMI solutions platform,Mumbai,"InCred Finance, Fullerton India Credit Company Ltd",Seed Funding,"3,12,000",nan
+657,15/08/2017,KNAB Finance,Consumer Internet,Unsecured Small Business Loans,Bangalore,"InCred, Krishnakumar Natarajan, Ravi Bhardwaj",Seed Funding,"3,85,000",nan
+658,17/08/2017,Get Simpl,Consumer Internet,Payment Solution Mobile app,Mumbai,"Green Visor Capital LP II, IA Venture Strategies Fund II LP, Boillot Family Trust, Russell M Byrne, The Oliver R. Grace, Jr. Millennium Trust, SF Capital Investments LP",Seed Funding,N/A,nan
+659,20/08/2017,Rootefy,eCommerce,Building material online store,New Delhi,"Abhinav Gupta,",Seed Funding,"1,87,000",nan
+660,21/08/2017,Uniphore,Technology,speech recognition startup,Chennai,IDG Ventures,Private Equity,"68,00,000",nan
+661,21/08/2017,Cerebroz,Consumer Internet,E-Tech platform,Vadodara,Undisclosed HNI\\xe2\\x80\\x99s,Seed Funding,"7,34,000",nan
+662,22/08/2017,Flochat,Consumer Internet,instant messaging platform,Mumbai,"iSquare Global,",Seed Funding,N/A,nan
+663,22/08/2017,EasyGov,Consumer Internet,Govt service application portal,Noida,"Social Alpha, Rajan Anandan, Rajeev Ahuja, Kshitij Arora",Seed Funding,N/A,nan
+664,23/08/2017,Milk Basket,Consumer Internet,Online Grocery platform,Gurgaon,Blume Ventures. Lenovo Capital and Incubator Group (LCIG),Seed Funding,N/A,nan
+665,23/08/2017,Dhruva,Technology,Cloud data protection and management solutions,Pune,"Riverwood Capital, Sequoia Capital India, Nexus Venture Partners, Tenaya Capital",Private Equity,"8,00,00,000",nan
+666,23/08/2017,Bombay Shaving Company,eCommerce,Men Grooming product etailer,New Delhi,Fireside Ventures,Private Equity,"23,00,000",nan
+667,23/08/2017,Awign,Technology,Operations and manpower outsourcing,Bangalore,"IIT Ropar, Imanpreet Singh Arora, Sidharth Rozario, Saurabh Abichandani, Shikhar Gupta,",Seed Funding,N/A,nan
+668,23/08/2017,Indiez,Technology,Software & Mobile app development platform,Bangalore,Haresh Chawla,Seed Funding,"5,00,000",nan
+669,24/08/2017,Ezetap,Technology,mPOS solutions provider,Bangalore,"JS Capital Management, Social Capital, Horizons Ventures,",Private Equity,"1,60,00,000",nan
+670,25/08/2017,Ink Monk,Consumer Internet,Online printing marketplace,Chennai,"VAMM Ventures, Raksul, Dena",Seed Funding,"7,50,000",nan
+671,25/08/2017,Medinfi,Consumer Internet,Online Doctor Discovery Platform,Bangalore,"PBS Srinivas, Vinod Martin,",Seed Funding,"1,25,000",nan
+672,28/08/2017,Mobikon,Technology,Restaurant & Hotel CRM platform,Pune,"Sistema Asia Fund, C31 Ventures, Qualgro.",Private Equity,"70,00,000",nan
+673,29/08/2017,CureFit,Consumer Internet,End to End health and wellness platform.,Bangalore,"Accel Partners, IDG Ventures, Kalaari Capital,\\xc2\\xa0 UC-RNT fund",Private Equity,"2,50,00,000",nan
+674,29/08/2017,Doxper,Technology,Healthtech IoT platform,Mumbai,"idal Health, growx ventures, Capier Investments, Globevestor & others",Seed Funding,"7,50,000",nan
+675,29/08/2017,Fieldassist,Technology,SAAS based sales force automation services,Gurgaon,Small Industries Development Bank of India (SIDBI),Debt Funding,N/A,nan
+676,30/08/2017,Treebo,Consumer Internet,Budget Hotel Aggregator platform,Bangalore,"Ward Ferry Management and Karst Peak Capital,",Private Equity,"3,40,00,000",nan
+677,30/08/2017,MedGenome,Technology,Genomics Research and Diagnostics Solutions,Bangalore,"Sequoia India, Sofina s.a., Zodius Capital, Kris Gopalakrishnan, Lakshmi Narayanan,",Private Equity,"3,00,00,000",nan
+678,01/07/2017,Billion Loans,Consumer Internet,Peer to Peer Lending platform,Bangalore,Reliance Corporate Advisory Services Ltd,Seed Funding,"10,00,000",nan
+679,03/07/2017,Ecolibriumenergy,Technology,Energy management solutions provider,Ahmedabad,"Infuse Ventures, JLL",Private Equity,"26,00,000",nan
+680,04/07/2017,Droom,eCommerce,Online marketplace for automobiles,Gurgaon,"Asset Management (Asia) Ltd, Digital Garage Inc",Private Equity,"2,00,00,000",nan
+681,05/07/2017,Jumbotail,eCommerce,online marketplace for food and grocery,Bangalore,"Kalaari Capital, Nexus India Capital Advisors",Private Equity,"85,00,000",nan
+682,05/07/2017,Moglix,eCommerce,B2B marketplace for Industrial products,Noida,"International Finance Corporation, Rocketship, Accel Partners, Jungle Ventures, Shailesh Rao, Venture Highway",Private Equity,"1,20,00,000",nan
+683,05/07/2017,Timesaverz,Consumer Internet,Hyperlocal home services provider,Mumbai,BCCL,Private Equity,"10,00,000",nan
+684,06/07/2017,Minjar,Technology,Cloud Solutions provider,Bangalore,"Blume Ventures, Contrarian Capital India Partners, Emergent Ventures India, Pallav Nadhani, Ashish Gupta, Sharad Sharma, Sirion Labs",Seed Funding,N/A,nan
+685,06/07/2017,MyCity4kids,Consumer Internet,parenting blog and kids\\xe2\\x80\\x99 events discovery platform,Gurgaon,N/A,Seed Funding,N/A,nan
+686,07/07/2017,Clip App,Consumer Internet,Digital Media Video platform,Bangalore,"India Quotient, Shunwei Capital",Seed Funding,"10,00,000",nan
+687,07/07/2017,Upwardly.in,Consumer Internet,MF investment platform,Bangalore,"Sreeram Iyer, Suvo Sarkar, Anita Gupta, Likemind Ventures",Seed Funding,N/A,nan
+688,10/07/2017,Autorox.co,Technology,Workshop Management Software Platform,Hyderabad,Mitsui & Co.,Private Equity,"30,00,000",nan
+689,11/07/2017,Fabogo,Consumer Internet,Salon & Spa Aggregation & Discovery platform,Pune,Dunamis Ventures Pte Ltd,Private Equity,"22,50,000",nan
+690,11/07/2017,Flickstree,Consumer Internet,Video Content Discovery Platform,Mumbai,"Venture Catalysts, Sourav Ganguly, Ankit Aditya, Moksh Sports Ventures",Seed Funding,"4,64,000",nan
+691,11/07/2017,Design Cafe,Consumer Internet,Online Interior Design platform,Bangalore,"Fireside Ventures, Apurva Salarpuria, Sidharth Pansari, Sprout Capital",Seed Funding,N/A,nan
+692,12/07/2017,Innoviti,Technology,Digital payments solutions,Bangalore,"SBI-FMO Fund, Bessemer Venture Partners, Catamaran Ventures",Private Equity,"1,85,00,000",nan
+693,12/07/2017,VDeliver,Logistics,Door Step Delivery platform,Hyderabad,"Corvus Ventures, MAPE Advisory Group",Private Equity,N/A,nan
+694,12/07/2017,Bottr.me,Technology,Chatbot creation tool,Bangalore,"500 Startups, Purvi Capital, Rajan Anandan, Abhishek Gupta",Seed Funding,N/A,nan
+695,12/07/2017,Arcatron,Technology,Next Gen Mobility device manufacturer,Pune,Indian Angel Network,Seed Funding,N/A,nan
+696,14/07/2017,QwikSpec,Technology,Construction site operations and analytics platform,Bangalore,"Brigade Innovations LLP, TV Mohandas Pai, Suhail Rahman, Bobby Reddy, M George Oommen",Seed Funding,"5,40,000",nan
+697,14/07/2017,Chumbak,eCommerce,Designer consumer products Marketplace,Bangalore,Blacksoil Capital Pvt. Ltd,Private Equity,"17,00,000",nan
+698,17/07/2017,Increff,Technology,Sales Solutions for Fashion Brands,Bangalore,"Sequoia Capital, Grey Orange, Rajesh Ramaiah, Anshuman Das, Rishi Das",Seed Funding,"20,00,000",nan
+699,17/07/2017,Vayana,Technology,Enterprise Banking Solutions,Pune,"IDG Ventures India Advisors, Jungle Ventures",Private Equity,"40,00,000",nan
+700,18/07/2017,MObiquest,Technology,Mobile Services & Solutions,Noida,One97 Communication Ltd,Private Equity,N/A,nan
+701,18/07/2017,Ambee,Consumer Internet,Ambulance Aggregation Services,Hyderabad,"Uber Technologies Inc, Amaya Capital LLP",Seed Funding,N/A,nan
+702,18/07/2017,Ideal Insurance,Consumer Internet,Online Insurance platform,Kolkata,Xelpmoc,Seed Funding,N/A,nan
+703,18/07/2017,Hypernova Interactive,Technology,Mobile games creator,Bangalore,Kae Capital,Seed Funding,N/A,nan
+704,19/07/2017,Rentomojo,Consumer Internet,Consumer Leasing Platform,Bangalore,"ain Capital Ventures, Renaud Laplanche",Private Equity,"1,00,00,000",nan
+705,19/07/2017,AirCTO,Consumer Internet,AI powered recruitment platform,Bangalore,Francesco Cara,Seed Funding,N/A,nan
+706,19/07/2017,Playablo,Technology,Gamified Learning App,Bangalore,ABI-Showatech (India) Ltd,Seed Funding,"6,00,000",nan
+707,20/07/2017,Trupay,Technology,Online payments platform,Gurgaon,"Kae Capital, M&S Partners,",Seed Funding,"7,00,000",nan
+708,21/07/2017,Brick2Wall,eCommerce,Online Marketplace for Construction Material,Gurgaon,"Subramani Somasundaram, Sundeep Sahni, Mayank Mittal & Others",Seed Funding,"2,00,000",nan
+709,21/07/2017,FableStreet,eCommerce,Women Work wear etailer,New Delhi,"Harmeet Bajaj, Pameela P, Fusiontech Ventures & Others",Seed Funding,N/A,nan
+710,21/07/2017,Monsoon Fintech,Technology,Machine Learning Access platform,New Delhi,"Sunil Kalra, Aditya Singh, Rishi Srivastava, Rajan Anandan",Seed Funding,N/A,nan
+711,21/07/2017,MonkeyBox,Consumer Internet,Healthy Food Delivery Platform,Bangalore,"Blume Ventures, NB Ventures, Nspira",Seed Funding,N/A,nan
+712,25/07/2017,Noticeboard,Consumer Internet,Mobile-first Enterprise communication platform,Bangalore,"Stellaris Venture Partners,",Private Equity,"12,00,000",nan
+713,25/07/2017,Byju\\xe2\\x80\\x99s,Consumer Internet,Mobile Learning App,Bangalore,Tencent Holdings,Private Equity,"3,50,00,000",nan
+714,26/07/2017,Creator\\xe2\\x80\\x99s Gurukul,Others,Co-Working Space Provider,New Delhi,Yuvraj Singh,Seed Funding,N/A,nan
+715,26/07/2017,Fab Hotels,Consumer Internet,Budget hotels brand & Aggregator Platform,New Delhi,Goldman Sachs,Private Equity,"2,50,00,000",nan
+716,26/07/2017,ThinkerBell,Consumer Internet,Assisted Learning Startup,Bangalore,"Indian Angel Network, Anand Mahindra",Seed Funding,"2,00,000",nan
+717,27/07/2017,1mg,eCommerce,Online Pharmacy,Gurgaon,"HBM Healthcare Investments, Maverick Capital Ventures, Sequoia India, Omidyar Network and Kae Capital",Private Equity,"1,50,00,000",nan
+718,28/07/2017,Jhakaas,Consumer Internet,App-based Aggregator of Offline Businesses,Mumbai,Amen Dhyllon,Seed Funding,N/A,nan
+719,28/07/2017,BigStylist,Consumer Internet,Beauty Services Marketplace,Mumbai,Info Edge (India) Ltd,Private Equity,"12,50,000",nan
+720,28/07/2017,Gympik.com,Consumer Internet,online marketplace for discovering fitness centres,Bangalore,RoundGlass Partners,Seed Funding,N/A,nan
+721,01/06/2017,Tripeur,Technology,Mobile based travel ERP platform,Bangalore,"Grace Grace Techno Ventures LLP, Rajul Garg & Other undisclosed investors",Seed Funding,N/A,nan
+722,02/06/2017,RentOnGo,eCommerce,"Online Marketplace for Renting Bikes, Electronics & Appliances",Bangalore,TVS Motor Company,Seed Funding,"2,34,000",nan
+723,05/06/2017,Goomo,Consumer Internet,Online Travel & Holiday Booking platform,Mumbai,Emerging India,Private Equity,"5,00,00,000",nan
+724,05/06/2017,MaxMyWealth,Consumer Internet,Online Wealth Management & Savings platform,Mumbai,"lockchain ecosystem Global Advisors, Horseferry",Private Equity,N/A,nan
+725,06/06/2017,Spinny,eCommerce,Online Used Car marketplace,Gurgaon,"Blume Ventures, Indian Angel Network, Kunal Shah, Sandeep Tandon",Private Equity,"10,00,000",nan
+726,06/06/2017,Healthbuds,Consumer Internet,Healthcare Discovery & booking platform,Kolkata,"Arun Patodia, Bharat Kedia",Seed Funding,N/A,nan
+727,06/06/2017,Ftcash,Consumer Internet,Mobile Payments platform,Mumbai,"500 Startups, IvyCap Ventures",Private Equity,N/A,nan
+728,06/06/2017,BHIVE Workspace,Consumer Internet,co-working spaces,Bangalore,Blume Ventures,Private Equity,"12,00,000",nan
+729,06/06/2017,wayForward,Consumer Internet,Mobile app for Mental Health,New Delhi,"Harsh Mahajan, Farhan Naqvi, Sreepathy Viswanathan",Seed Funding,"10,00,000",nan
+730,06/06/2017,GyanDhan,Consumer Internet,Education Marketplace,New Delhi,Sundaram Finance Holdings,Private Equity,N/A,nan
+731,06/06/2017,Hungry Foal,Consumer Internet,For profit Social Venture,Gurgaon,SBI (Stand Up India Scheme),Private Equity,N/A,nan
+732,07/06/2017,ZipLoan,Consumer Internet,Online lending platform,New Delhi,WaterBridge Ventures,Seed Funding,"6,50,000",nan
+733,07/06/2017,GrowFitter,Consumer Internet,health and fitness discovery platform,Mumbai,SQue Capital,Seed Funding,"6,00,000",nan
+734,08/06/2017,Stratfit,Consumer Internet,Health coaching programs,Hyderabad,Bodhtree Consulting Limited,Seed Funding,"2,32,000",nan
+735,08/06/2017,Multiplier Solutions,Technology,CRM Software for Healthcare space,Hyderabad,Norwest Venture Partners,Private Equity,"15,00,000",nan
+736,08/06/2017,ABI Health,Technology,Unified Digital Health Platform,Bangalore,Norwest Venture Partners,Private Equity,"15,00,000",nan
+737,08/06/2017,Stockal,Consumer Internet,App-based Investment advisory Services,Bangalore,"Mohan Alexander, R. Natarajan, Vikrant Varshney, Amit Sinha",Seed Funding,"3,50,000",nan
+738,09/06/2017,Guidoo,Consumer Internet,Travel & adventure planning platform,Mumbai,"Pawan Borle, Nirmal Singh, Manish Prasad, Vineet Varma, Nick Haulkoury, Abhai S. Rao",Seed Funding,"3,00,000",nan
+739,09/06/2017,eSahai.in,Consumer Internet,ambulance aggregator and medical taxi provider,Hyderabad,"Dr Ramesh Ayyala, Satya Muthyala",Seed Funding,"2,50,000",nan
+740,12/06/2017,Loanmeet,Consumer Internet,Online peer-to-peer lending platform,Bangalore,"Cao Yibin, Huang Wei, Madhusudan E,",Seed Funding,N/A,nan
+741,12/06/2017,LendingKart,Consumer Internet,Online Lending platform,Ahmedabad,Yes Bank,Debt Funding,"78,00,000",nan
+742,12/06/2017,Boxx.ai,Technology,Artificial Intelligence,Bangalore,"Unicorn India Ventures, Venky Krishnakumar, Suresh Shankar, Vivek Bhargava",Private Equity,"5,00,000",nan
+743,12/06/2017,PeeSafe.in,Healthcare,Hygiene care product manufacturer,New Delhi,"Venture Catalysts, Alfa Capital, Green Shots Capital, Real Time Ventures",Private Equity,"10,00,000",nan
+744,12/06/2017,Vista Rooms,Consumer Internet,Online rooms aggregation platform,Mumbai,"Artha India Ventures, Singularity Holdings, Rajan Anandan, Girish Mathrubootham",Seed Funding,"7,76,000",nan
+745,12/06/2017,CoverFox,Consumer Internet,Online insurance brokerage platform,Mumbai,Transamerica,Private Equity,"1,50,00,000",nan
+746,13/06/2017,HyperTrack,Technology,Location tracking solutions,New Delhi,"Nexus Venture Partners, Founders Fund",Private Equity,N/A,nan
+747,13/06/2017,Goodera,Technology,CSR and sustainability management platform,Bangalore,"Nexus Venture Partners, Omidyar Network",Private Equity,"55,00,000",nan
+748,13/06/2017,Digit,Technology,Tech driven Insurance platform,Bangalore,Fairfax Holdings,Private Equity,N/A,nan
+749,14/06/2017,Ola,Consumer Internet,Cab Aggregation App,Bangalore,Tekne Capital Management LLC,Private Equity,"5,00,00,000",nan
+750,14/06/2017,Vanitycask,Consumer Internet,Beauty products discovery platform,Mumbai,RB Investments,Seed Funding,N/A,nan
+751,14/06/2017,MrNeeds,Consumer Internet,Micro Food Delivery platform,Noida,undisclosed investors,Seed Funding,"5,00,000",nan
+752,15/06/2017,MoneyTap,Consumer Internet,Money Lending platform,Bangalore,"Sequoia India, NEA, Prime Venture Partners",Private Equity,"1,23,00,000",nan
+753,16/06/2017,Goodbox,eCommerce,Mobile SAAS\\xc2\\xa0 ECommerce platform for SMEs,Bangalore,"Nexus Venture Partners, Mekin Maheshwari",Private Equity,"10,00,000",nan
+754,16/06/2017,Fincash,Consumer Internet,Personal Finance platform,Mumbai,"Mohammed Khan, Sameer Narayan & Others",Seed Funding,"1,00,000",nan
+755,16/06/2017,PortDesk,Technology,Maritime Solutions,Noida,Alphard Maritime Group,Seed Funding,"20,00,000",nan
+756,16/06/2017,EdgeFx,eCommerce,DIY project Kits seller,Hyderabad,"Cross Border Angels & Experts, Rajasthan Angel Innovators Network, The Chennai Angels",Seed Funding,N/A,nan
+757,16/06/2017,EazyDiner,Consumer Internet,Online Restaurant Reservation Platform,Gurgaon,YouWeCan Ventures,Seed Funding,N/A,nan
+758,16/06/2017,HealthIntel,Healthcare,Online Pharmacy,New Delhi,BLIP Initiatives,Seed Funding,N/A,nan
+759,19/06/2017,Unbxd,Technology,Cloud-based product discovery platform,Bangalore,Eight Roads Ventures,Private Equity,"1,25,00,000",nan
+760,19/06/2017,DarwinBox,Technology,Enterprise human resources management platform,Hyderabad,"Lightspeed India Partners, Endiya Partners, 3one4 Capital Advisors LLP, Startupxseed Ventures LLP",Private Equity,"40,00,000",nan
+761,20/06/2017,ForeverShop,Consumer Internet,Mobile based ecommerce platform,Bangalore,91maker.com,Seed Funding,"3,00,000",nan
+762,20/06/2017,Insider.in,Consumer Internet,Events Ticketing platform,Mumbai,Paytm,Private Equity,"52,00,000",nan
+763,21/06/2017,Fynd,eCommerce,Fashion etailer,Mumbai,"IIFL Seed Ventures, Kae Capital, FJ Labs, Singularity Ventures, GrowX, Tracxn Labs, Axis Capital",Private Equity,"24,00,000",nan
+764,21/06/2017,Grow Fit,Consumer Internet,Health-Tech platform,Bangalore,"Manipal Education and Medical Group (MEMG), SAR Group, The Grover Trust",Private Equity,"45,00,000",nan
+765,21/06/2017,Fabulyst,Technology,Artificial Intelligence based platform,Hyderabad,iBhubs,Seed Funding,"2,15,000",nan
+766,21/06/2017,mSwipe,Technology,Point-of-Sale services,Mumbai,"UC-RNT Fund, Matrix Partners, alcon Edge Capital, DSG Consumer Partners",Private Equity,"3,10,00,000",nan
+767,21/06/2017,OneAssist,Consumer Internet,Credit card fraud protection,Mumbai,Sequoia Capital,Private Equity,N/A,nan
+768,22/06/2017,Julia Computing,Technology,Open Source Language for Data Science and Machine Learning,Bangalore,"General Catalyst, Founder Collective",Private Equity,"46,00,000",nan
+769,22/06/2017,Kissht,Consumer Internet,Consumer Lending platform,Mumbai,"Endiya Partners, Ventureast",Private Equity,"20,00,000",nan
+770,22/06/2017,Explore Life traveling,Consumer Internet,Local homes booking platform,Bangalore,"Mekin Maheshwari, Bharat Vijay, Krish Seshadri, Amar Arsikere",Seed Funding,"5,00,000",nan
+771,23/06/2017,Loantap,Consumer Internet,Lending platform for salaried professionals,Mumbai,"Kae Capital, India Quotient, IFMR, and MAS Financial Services Ltd",Private Equity,"40,00,000",nan
+772,23/06/2017,Voxweb,Consumer Internet,Mobile based social networking platform,Mumbai,Undisclosed investors,Seed Funding,"10,00,000",nan
+773,26/06/2017,HUG Innovations,Technology,Gesture based\\xc2\\xa0 Smartwatch manufacturer,Hyderabad,"Mohit Srivastav, Kishore Ganji, Venkat Vallabhaneni, Rajeev Menon",Private Equity,"50,00,000",nan
+774,26/06/2017,Flipkart,eCommerce,Online marketplace,Bangalore,Naspers,Private Equity,"7,10,00,000",nan
+775,26/06/2017,V Resorts,Consumer Internet,Holiday & Vacation resort aggregator,Noida,"Seedfund, RB International",Private Equity,"40,00,000",nan
+776,27/06/2017,Stashfin,Consumer Internet,Personal Finance App,New Delhi,"Snow Leopard Ventures, Alto Partners",Private Equity,"50,00,000",nan
+777,27/06/2017,Formcept,Consumer Internet,Unified Data Analysis platform,Bangalore,Gujarat Venture Finance Ltd,Private Equity,N/A,nan
+778,27/06/2017,Spares Hub,eCommerce,Automobile parts marketplace,Pune,"The Chennai Angels, Anthill Scale Ventures, Esvee Technologies Inc, Inc95 Consulting",Seed Funding,"3,11,000",nan
+779,28/06/2017,FiTraQ,Consumer Internet,Fitness Centre Discovery Platform,New Delhi,"Aparup Sengupta, Devendra Reddy,",Seed Funding,N/A,nan
+780,28/06/2017,Rubique,Consumer Internet,Online Marketplace for financial products,Mumbai,"Kalaari Capital, Udayan Goyal",Private Equity,"30,00,000",nan
+781,28/06/2017,Niki.ai,Consumer Internet,AI Based Personal Assistant,Bangalore,"SAP.iO, Unilazer Ventures",Private Equity,"20,00,000",nan
+782,29/06/2017,Fitpass,Consumer Internet,Online Fitness Marketplace,New Delhi,"Abhinav Bindra, Gaurav Marya",Private Equity,"10,00,000",nan
+783,29/06/2017,ZingHR,Technology,"digital employee solutions,",Mumbai,Zeta,Private Equity,N/A,nan
+784,30/06/2017,Tagos Design,Technology,in-video discovery platform,Bangalore,Undisclosed Investors,Private Equity,"50,00,000",nan
+785,30/06/2017,UrbanClap,Consumer Internet,Mobile Services Marketplace,Gurgaon,"Vy Capital, SAIF Partners, Accel Partner, Bessemer Venture Partners",Private Equity,"2,10,00,000",nan
+786,01/05/2017,Ace2three,Consumer Internet,Online Rummy playing Website,Hyderabad,Clairvest Group,Private Equity,"7,37,00,000",nan
+787,01/05/2017,Power2SME,eCommerce,Buying portal for SMEs,Gurgaon,International Finance Corporation,Private Equity,"1,00,00,000",nan
+788,02/05/2017,Innovapptive,Technology,Enterprise Mobility Solutions,Hyderabad,Hyderabad Angels,Seed Funding,"15,00,000",nan
+789,02/05/2017,4tigo,Logistics,Truck Network company,Bangalore,"Accel Partners, Nandan Nilekani,",Private Equity,"1,00,00,000",nan
+790,02/05/2017,SMECorner,Consumer Internet,Online Platform for small business loans,Mumbai,Dutch government fund,Private Equity,N/A,nan
+791,02/05/2017,ZippServe,Consumer Internet,Real estate risk assessment platform,Bangalore,undisclosed investors,Seed Funding,"3,90,000",nan
+792,03/05/2017,Ola,Consumer Internet,Cab Aggregation App,Bangalore,"Falcon Edge Capital,\\xc2\\xa0 Capital Advisers",Private Equity,"10,45,00,000",nan
+793,03/05/2017,Sumeru,Technology,Software & Mobile development services,Bangalore,undisclosed investors,Seed Funding,"10,00,000",nan
+794,04/05/2017,Healthians,Consumer Internet,Online Diagnostics and wellness platform,New Delhi,"Asuka Holdings, YouWeCan Ventures, Beenext, Beenos, M&S Partners",Private Equity,N/A,nan
+795,05/05/2017,HealthMir,Consumer Internet,AI-based health content platform,New Delhi,Nimit Panigrahi,Seed Funding,N/A,nan
+796,05/05/2017,Uactive,Consumer Internet,Health-based social networking & discovery App,Mumbai,Hinduja family,Seed Funding,N/A,nan
+797,05/05/2017,i-lend,Consumer Internet,Peer-to-peer lending platform,Hyderabad,50K Ventures,Seed Funding,N/A,nan
+798,05/05/2017,Good Methods Global,Technology,Cloud Based Practice Management Software,Trivandrum,Accel Partners,Private Equity,N/A,nan
+799,05/05/2017,Balance App,Consumer Internet,Money Savings & Management App,Bangalore,Rainmatter,Seed Funding,"2,33,000",nan
+800,08/05/2017,YepMe,eCommerce,Private Label Fashion etailer,Gurgaon,"Rainbow Digital Services Pvt. Ltd, ILearnFinance Academy Pvt. Ltd.",Private Equity,"7,00,000",nan
+801,08/05/2017,Nightstay,Consumer Internet,Last minute hotel booking mobile app,New Delhi,"Indian Angels Network, LetsVenture",Seed Funding,N/A,nan
+802,08/05/2017,Devourin,Technology,Restaurant Automation Solution,Pune,Deepak Nathani,Seed Funding,N/A,nan
+803,08/05/2017,MyGreens,Food & Beverage,Cold-press Juices manufacturer,New Delhi,"Ajay Relan, LetsVenture",Seed Funding,"10,00,000",nan
+804,08/05/2017,Ace Turtle,Technology,Omni-Channel Platform,Bangalore,"Vertex Ventures, C31 Ventures",Private Equity,"50,00,000",nan
+805,08/05/2017,CureFit,Technology,Health-Tech Platform,Bangalore,"Trifecta Capital Advisors LLP, Prathithi Investment Trust, RNT Capital, Gokul Rajaram, Aditya Agarwal, Ruchi Sanghvi & others",Private Equity,"32,00,000",nan
+806,09/05/2017,Curie Labs,Technology,Energy Analytics startup,New Delhi,Satoshi Studios,Seed Funding,"50,000",nan
+807,09/05/2017,Uncanny Vision,Technology,Computer Vision on Embedded Systems,Bangalore,Anand Chandrasekaran,Seed Funding,N/A,nan
+808,09/05/2017,Anchanto,Technology,Ecommerce Fulfilment and Technology Platform,Pune,Luxasia Group,Private Equity,N/A,nan
+809,09/05/2017,Sequretek,Technology,IT Security & Data Management Services,Mumbai,"GVFL, Unicorn India Ventures",Private Equity,N/A,nan
+810,10/05/2017,Lucideus,Technology,Cyber Security Startup,New Delhi,"Vellayan Subbiah, Jonathan Boutelle, Rajan Anandan,\\xc2\\xa0 Rahul Chawla, Salil Donde, Amit Ranjan, Govind Rajan & Others",Seed Funding,N/A,nan
+811,10/05/2017,Vidooly,Consumer Internet,Video Intelligence platform,Noida,"Times Internet, GVFL",Private Equity,"14,00,000",nan
+812,10/05/2017,Shopclues,eCommerce,Online marketplace,Gurgaon,InnoVen Capital,Private Equity,"77,00,000",nan
+813,10/05/2017,Fourth Ambit,Consumer Internet,Community Building platform,Bangalore,1Crowd,Seed Funding,"6,00,000",nan
+814,10/05/2017,Chymera VR,Technology,Advertising Platform for Virtual Reality,Bangalore,"Varsha Rao, Surojit Chatterjee, Nirav Choksi & Others",Seed Funding,N/A,nan
+815,11/05/2017,Early Salary,Consumer Internet,Online lending platform,Pune,"DG Ventures India, Dewan Housing Finance Corp",Private Equity,"40,00,000",nan
+816,11/05/2017,Book My Diamond,eCommerce,Diamond B2B eTailer,Mumbai,Chirag Nikunj Sheth & Others,Seed Funding,N/A,nan
+817,11/05/2017,ION Energy,Technology,Clean Tech Startup,Mumbai,"Aakrit Vaish, Swapan Rajdev, Sushill Jiwarajka",Seed Funding,N/A,nan
+818,12/05/2017,Legal Raasta,Consumer Internet,Legal Services to SMEs & Individuals,New Delhi,Impanix Capital,Private Equity,"50,00,000",nan
+819,12/05/2017,Log 9 Materials,Technology,NanoTech product developer,Bangalore,GEMs,Seed Funding,N/A,nan
+820,12/05/2017,Remit Guru,Consumer Internet,Digital money transfer platform,Mumbai,"Infibeam, CCavenue",Private Equity,"4,66,000",nan
+821,12/05/2017,Aequm,eCommerce,Cloud ECommerce platform,Bangalore,undisclosed investors,Seed Funding,"10,00,000",nan
+822,15/05/2017,Zapty,Technology,Project Management tool,Bangalore,IdeaSpring Capital,Seed Funding,"5,00,000",nan
+823,15/05/2017,Vernacular.ai,Technology,Multi-lingual AI Platform for Businesses,Bangalore,Kstart Capital,Seed Funding,N/A,nan
+824,16/05/2017,Niki.ai,Technology,AI-based chatbot,Bangalore,SAP,Private Equity,N/A,nan
+825,16/05/2017,Telr,Technology,Online Payment Gateway,Mumbai,Innovations East,Private Equity,"30,00,000",nan
+826,16/05/2017,Fynd,eCommerce,Fashion ECommerce Portal,Mumbai,Rocketship,Private Equity,"5,00,000",nan
+827,17/05/2017,Genie,Consumer Internet,hyperlocal delivery and logistics mobile app,Chennai,undisclosed investors,Seed Funding,"2,50,000",nan
+828,17/05/2017,Paysense,Consumer Internet,Online Lending platform,Mumbai,Jungle Ventures,Private Equity,"53,00,000",nan
+829,18/05/2017,The Good Life,ECommerce,Online Luxury Tea etailer,Mumbai,"Ayesha Takia Azmi, Abu Farhan Azmi",Seed Funding,"10,00,000",nan
+830,18/05/2017,PumpKart,eCommerce,Online Water Pumps etailer,Chandigarh,Dr. Ritesh Malik,Seed Funding,N/A,nan
+831,18/05/2017,Paytm,ECommerce,Mobile Wallet & ECommerce platform,Bangalore,SoftBank Group,Private Equity,"1,40,00,00,000",nan
+832,19/05/2017,EzCred,Consumer Internet,Consumer Lending Platform,Bangalore,"Dheeraj Pandey, Rajesh Yohannan, Akash Garg",Seed Funding,"10,00,000",nan
+833,19/05/2017,HealthSutra,Food & Beverage,Health Food Maker,Hyderabad,"Ankur Capital, Hyderabad Angels",Seed Funding,N/A,nan
+834,20/05/2017,YepMe,eCommerce,Private Fashion Brand etailer,New Delhi,Gokaldas Exports Ltd,Private Equity,N/A,nan
+835,22/05/2017,Delhivery,Logistics,ECommerce Logistics provider,New Delhi,Fosun International,Private Equity,"3,00,00,000",nan
+836,22/05/2017,ZipGrid,Consumer Internet,"Cashless, paperless solutions for Housing societies",Mumbai,"JLL, 1Crowd",Seed Funding,"5,00,000",nan
+837,23/05/2017,TravelSpice,ECommerce,Travel ECommerce portal,Hyderabad,Eagle10 Ventures,Seed Funding,N/A,nan
+838,23/05/2017,Magicpin,Consumer Internet,Hyperlocal discovery platform,Gurgaon,"Lightspeed Venture Partners, Vy Capital,",Private Equity,"66,00,000",nan
+839,23/05/2017,The Print,Consumer Internet,News Portal,New Delhi,"Ratan Tata, Nandan Nilekani, Uday Kotak, Vijay Shekhar Sharma, Kiran Mazumdar-Shaw, Rajiv C Mody",Seed Funding,N/A,nan
+840,23/05/2017,Box8,Consumer Internet,Food Delivery Platform,Mumbai,Trifecta Capital,Private Equity,"10,00,000",nan
+841,24/05/2017,GenNext Students,Consumer Internet,Online Tutoring Services,Mumbai,Undisclosed Investors,Seed Funding,"5,80,000",nan
+842,25/05/2017,Aye Finance,Finance,Non-Banking Financial Company,Gurgaon,Blue Orchard,Private Equity,"80,00,000",nan
+843,26/05/2017,WhatsLoan,Consumer Internet,Online Lending mobile app,Bangalore,Lahiri Music\\xe2\\x80\\x99s family office,Seed Funding,N/A,nan
+844,29/05/2017,Cube Consumer Services,Consumer Internet,Finance management Mobile app,Mumbai,N/A,Seed Funding,N/A,nan
+845,29/05/2017,Nivesh,Consumer Internet,Online MF investment platform,Noida,"PV Sahad, Sandeep Shroff, Rahul Gupta",Seed Funding,N/A,nan
+846,29/05/2017,Wowflux,Technology,image Processing solution,New Delhi,Undisclosed Investors,Seed Funding,N/A,nan
+847,29/05/2017,Collateral Medical,eCommerce,Online Medical equipment supplier,Mumbai,Carpediem Capital,Private Equity,"35,00,000",nan
+848,30/05/2017,Loadshare,Logistics,Express Logistics Network,Bangalore,Matrix Partners,Seed Funding,N/A,nan
+849,30/05/2017,SimpliLend,Consumer Internet,Online lending platform,New Delhi,Undisclosed Investors,Seed Funding,N/A,nan
+850,30/05/2017,Supr Daily,Consumer Internet,Subscription based delivery platform,Mumbai,"Soma Capital, Great Oaks Ventures, 122 West Ventures",Private Equity,"15,00,000",nan
+851,30/05/2017,Swiggy,Consumer Internet,Online food delivery platform,Bangalore,"Nasper, Accel India, SAIF Partners, Bessemer Venture Partners, Harmony Partners, Norwest Venture Partners",Private Equity,"8,00,00,000",nan
+852,31/05/2017,SastaSundar,eCommerce,Online Pharmacy,Kolkata,Rohto Pharmaceutical,Private Equity,"50,00,000",nan
+853,31/05/2017,Magicpin,Consumer Internet,Hyperlocal Discovery\\xc2\\xa0 & Rewards platform,Gurgaon,"Lightspeed India Partners, Waterbridge Ventures",Private Equity,"70,00,000",nan
+854,01/04/2017,Cashe,Consumer Internet,Online & Mobile based Lending platform,Mumbai,"Mathew Cyriac, Florintree Advisors,",Private Equity,"38,00,000",nan
+855,03/04/2017,Eruditus,Education,Executive Education Provider,Mumbai,Bertelsmann India,Private Equity,"82,00,000",nan
+856,03/04/2017,TestBook,Consumer Internet,Online Test Preparation Platform,Mumbai,Matrix Partners India,Private Equity,N/A,nan
+857,03/04/2017,Healthcare at Home,Healthcare,Home Healthcare Provider,Noida,Quadria Capital Advisors,Private Equity,"4,00,00,000",nan
+858,03/04/2017,Tyre Express,Technology,Enterprise IoT solutions For Tyre Performance,Mumbai,Rohitash Gupta,Seed Funding,N/A,nan
+859,03/04/2017,SmartCoin,Consumer Internet,Micro Lending platform,Bangalore,Unicorn India Ventures & Others,Private Equity,N/A,nan
+860,04/04/2017,WayCool,Food & Beverage,Fresh-Produce Distribution Platform,Chennai,Aspada Investments,Private Equity,"27,00,000",nan
+861,04/04/2017,Perfios,Technology,Fin-Tech Solutions,Bangalore,Bessemer Venture Partners,Private Equity,"61,00,000",nan
+862,04/04/2017,Whatfix,Technology,Interactive Tech-Support Guides,Bangalore,"Stellaris Venture Partners, Helion Venture Partners, Powerhouse Ventures, Gokul Rajaram, Girish Mathrubootham, Aneesh Reddy, Vispi Daver",Private Equity,"36,90,000",nan
+863,04/04/2017,ElastiRun,Technology,App based Logistics & Distribution platform,Pune,"Kalaari Capital, Norwest Venture Partners",Private Equity,"70,00,000",nan
+864,04/04/2017,Trukky,Consumer Internet,Online Truck Aggregator & Booking platform,Ahmedabad,"Keyur Joshi, Pavan Bakeri",Seed Funding,"5,00,000",nan
+865,04/04/2017,Konsult App,Consumer Internet,App based Doctor Consulting platform,New Delhi,"Koen Bouwers, Lomesh Agarwal, Jeroen Mensen, Pablo van den Bosch & Others",Seed Funding,"5,00,000",nan
+866,05/04/2017,Credit Sudhaar,Consumer Internet,Credit Score Improvement platform,Mumbai,"Deepak Kulkarni, Sandeep Pangal",Seed Funding,N/A,nan
+867,05/04/2017,Fingerlix,Consumer Internet,Food Delivery Platform,Mumbai,Zephyr Peacock India,Private Equity,"30,00,000",nan
+868,05/04/2017,DataWeave,Technology,Business Intelligence Solutions,Bangalore,"FreakOut Group, Blume Ventures, Herb Madan, WaterBridge Ventures",Private Equity,N/A,nan
+869,06/04/2017,Medwell Ventures,Healthcare,Home-Based Healthcare provider,Bangalore,"Mahindra Partners, Eight Roads Ventures, F-Prime Capital Partners",Private Equity,"2,10,00,000",nan
+870,06/04/2017,Mech Mocha,Consumer Internet,Mobile gaming startup,Bangalore,"Accel Partners, Shunwei Capital",Private Equity,"50,00,000",nan
+871,07/04/2017,Startup Buddy,Consumer Internet,Startup Support Platform,Gurgaon,"YouWeCan Ventures,",Seed Funding,N/A,nan
+872,07/04/2017,QorQI,Healthcare,Online Healthcare provider,Noida,Paytm,Seed Funding,N/A,nan
+873,07/04/2017,Twenty Two Motors,Technology,Smart Scooter manufacturer,Gurgaon,"Ishwar Singh,Farhaan Shabbir",Seed Funding,N/A,nan
+874,07/04/2017,PharmEasy,eCommerce,Online Pharmacy,Mumbai,"Bessemer Venture Partners, Orios Venture Partners, Trifecta Capital,",Private Equity,"1,80,00,000",nan
+875,08/04/2017,WonderChef,eCommerce,Online marketplace for kitchen products,Mumbai,Labruyere Eberl\\xc3\\xa9,Private Equity,N/A,nan
+876,08/04/2017,FastFox,Consumer Internet,Online rental discovery platform,Gurgaon,"Lightspeed India Partners, Blume Ventures, CyberAgent Ventures, GrowX Ventures, IMJ Investment Partners",Private Equity,"46,00,000",nan
+877,10/04/2017,Omnify,Technology,SaaS platform for SMEs,Bangalore,"Rajan Anandan, L.D Sharma, Saurabh Arora",Seed Funding,"1,50,000",nan
+878,10/04/2017,Capital Float,Consumer Internet,Online Lending Platform for SME,Bangalore,Mahindra and Mahindra Financial Services,Private Equity,"23,00,000",nan
+879,11/04/2017,Ninjacart,eCommerce,B2B agri-marketing platform,Bangalore,"Accel Partners, Nandan Nilekani\\xe2\\x80\\x99s NRJN Trust, Mistletoe, Qualcomm Ventures, M&S Partners",Private Equity,"55,00,000",nan
+880,11/04/2017,MergerWare,Technology,Software solutions for M&As,Bangalore,Philippe Bouchet,Seed Funding,"1,00,000",nan
+881,11/04/2017,Sports Flashes,Consumer Internet,Online Sports portal & Mobile app,New Delhi,"Sushil Kumar, Sandeep Singh",Seed Funding,N/A,nan
+882,12/04/2017,Clovia,eCommerce,Online lingerie & Sleepwear etailer,New Delhi,"Ivycap Ventures Advisors, Singularity Ventures and Ravi Dhariwal",Private Equity,"40,00,000",nan
+883,12/04/2017,Emiza,Logistics,Third Party Logistics provider,Mumbai,"Mayfield, Nishant Rao, Dileep Nath",Private Equity,"45,00,000",nan
+884,12/04/2017,HackerEarth,Consumer Internet,Online Skill Assessment Platform,Bangalore,"DHI Group Inc, Prime Venture Partners, Beenext, Beenos, Digital Garage, BizReach",Private Equity,"45,00,000",nan
+885,12/04/2017,Squadrun,Technology,Software-As-a-Service Platform,Noida,"Blume Ventures, Contrarian Capital, 91springboard, Emergent Ventures, Abstract Ventures, Anthill Ventures, Axilor Ventures",Private Equity,"21,00,000",nan
+886,12/04/2017,Tinmen,Consumer Internet,Food Delivery Platform,Hyderabad,"MAPE Advisory Group, R Ramaraj, Corvus Ventures",Seed Funding,N/A,nan
+887,12/04/2017,ScoutMyTrip,Consumer Internet,Online Travel planner,Mumbai,Z Nation Lab,Seed Funding,N/A,nan
+888,13/04/2017,SafetyKart,eCommerce,Safety & Hygiene Products etailer,Gurgaon,Redcliffe Capital,Private Equity,N/A,nan
+889,13/04/2017,WeAreHolidays,Consumer Internet,Travel Packages & Planner marketplace,Gurgaon,"Urrshila Kerkar,",Private Equity,"77,00,000",nan
+890,14/04/2017,Ola Cabs,Consumer Internet,Cab Aggregator App,Bangalore,SIMI Pacific Pte,Private Equity,"26,00,00,000",nan
+891,15/04/2017,Myly,Consumer Internet,Mobile App for Schools,Jaipur,mall Industries Development Bank of India (SIDBI),Seed Funding,"3,10,000",nan
+892,17/04/2017,CrediHealth,Consumer Internet,Online Medical Assistance platform,Gurgaon,"Tolaram Inc, Mountain Pine Capital",Private Equity,"15,00,000",nan
+893,17/04/2017,Navia Life Care,Technology,Health Technology platform,New Delhi,Benori Ventures LLP,Seed Funding,N/A,nan
+894,17/04/2017,Raw Pressery,Food & Beverages,Raw Pressed Juices manufacturer,Mumbai,Jacqueline Fernandez,Seed Funding,N/A,nan
+895,17/04/2017,Snackible,Food & Beverages,Healthy Snacks manufacturer,Mumbai,"Nibhrant Shah, Anandbir Singh, Anirudh Sheth, Pratik Singhi, Vikram Mehta, Murali Nair",Seed Funding,"1,75,000",nan
+896,17/04/2017,Be U Salons,Consumer Internet,Online Salon discovery & Booking Services,New Delhi,"Gaurav Kachru, Sundeep Singh Sahni, Jatin Aneja, Arun Malhotra",Seed Funding,"6,20,000",nan
+897,17/04/2017,Simulanis,Consumer Internet,eLearning & Skills Development plat,New Delhi,Village Capital,Seed Funding,N/A,nan
+898,17/04/2017,LendingKart,Consumer Internet,Lending platform for small businesses,Ahmedabad,Anicut Capital,Private Equity,"46,50,000",nan
+899,18/04/2017,Innefu Security Consulting,Technology,Cyber Security solutions using AI,New Delhi,IndiaNivesh Venture Capital Fund,Private Equity,"20,00,000",nan
+900,18/04/2017,Whodat,Technology,Markerless AR platform,Bangalore,Ideaspring Capital,Private Equity,"6,00,000",nan
+901,18/04/2017,Absentia VR,Technology,Virtual Reality Startup,Bangalore,Exfinity Venture Partners,Private Equity,"12,50,000",nan
+902,19/04/2017,IOTrek,Technology,IoT Platform for Bus,New Delhi,Undisclosed Investor,Seed Funding,"1,55,000",nan
+903,20/04/2017,HolaChef,Consumer Internet,Online Food Delivery,Mumbai,"SIDBI Venture Capital Ltd, Kalaari Capital",Private Equity,"30,00,000",nan
+904,20/04/2017,Wooplr,eCommerce,Social Commerce\\xc2\\xa0 Fashion platform,Bangalore,Ankit Nagori,Private Equity,N/A,nan
+905,21/04/2017,Video Ken,Consumer Internet,Video Based Collaborative Learning,Bangalore,"Ravi Garikipati, Surot Chatterjee, Ashish Agrawal, LG Chandrasekhar, Sashi Reddi",Seed Funding,"10,00,000",nan
+906,24/04/2017,Faasos,Food & Beverage,QSR chain and online food delivery,Pune,"Ligthbox Ventures II, Lightbox Expansion Fund, Sequoia Capital India, RuNet South Asia, RB Investments",Private Equity,"63,00,000",nan
+907,24/04/2017,Oyo Rooms,Consumer Internet,Branded Budget Hotels Aggregator,Gurgaon,"SoftBank Vision Fund, Lightspeed Venture Partners, Sequoia Capital India Advisors, Greenoaks Capital Partners",Private Equity,"25,00,00,000",nan
+908,24/04/2017,Toppr,Consumer Internet,Learning mobile app for students,Mumbai,WGG International,Private Equity,"32,00,000",nan
+909,24/04/2017,Niramai,Healthcare,Breast Cancer Screening Solutions,Bangalore,"pi Ventures, Axilor Ventures, 500 Startups, Binny Bansal",Seed Funding,N/A,nan
+910,25/04/2017,The Office Pass,Consumer Internet,CoWorking Spaces booking platform,Gurgaon,"Arun Tadanki, Aditya Verma",Seed Funding,"2,45,000",nan
+911,25/04/2017,UrbanClap,Consumer Internet,Mobile Services Marketplace,Gurgaon,Trifecta Capital,Private Equity,"31,00,000",nan
+912,26/04/2017,Awfis,Consumer Internet,Collaborative co-Working Spaces,Mumbai,Sequoia India,Private Equity,"2,00,00,000",nan
+913,26/04/2017,Myra,Consumer Internet,Online Pharmacy,Bangalore,"Times Internet,Matrix Partners",Private Equity,N/A,nan
+914,26/04/2017,Flytxt,Technology,Customer data analytics software,Mumbai,DAH Beteiligungs GmbH,Private Equity,"1,10,00,000",nan
+915,26/04/2017,Howdy Ventures,Consumer Internet,Public and Private Events creation app,Chennai,S. Xavier Britto,Seed Funding,"15,00,000",nan
+916,26/04/2017,StalkBuyLove,eCommerce,Online fashion marketplace,New Delhi,Trifecta Capital,Private Equity,"10,00,000",nan
+917,26/04/2017,ZipGo,Consumer Internet,Bus Pooling services platform,Bangalore,"Orios Ventures Partners, Team Builder Ventures, Omidyar Networks",Private Equity,N/A,nan
+918,27/04/2017,Scootsy,Consumer Internet,On-Demand Food Delivery,Mumbai,"Agnus Capital, Khattar Holdings",Private Equity,"36,00,000",nan
+919,27/04/2017,Autobix,Technology,Software Solutions for Auto Dealership,Pune,GardX International,Seed Funding,N/A,nan
+920,27/04/2017,eShiksha,Technology,Education Institution Management Solutions,Jaipur,Cross Border Angels & Experts,Seed Funding,N/A,nan
+921,27/04/2017,iNurture,Consumer Internet,Online Educational courses,Bangalore,BlackSoil Capital Pvt. Ltd,Private Equity,"15,00,000",nan
+922,28/04/2017,Sepalika,Consumer Internet,Healthcare related content platform,New Delhi,Accel Partners,Seed Funding,"7,50,000",nan
+923,28/04/2017,Mintwalk,Consumer Internet,Financial advisory mobile app,Mumbai,Poshika Financial Ecosystem,Seed Funding,N/A,nan
+924,29/04/2017,Qriyo,Consumer Internet,Tutor Discovery & Booking platform,Jaipur,NB Ventures,Private Equity,N/A,nan
+925,01/03/2017,Ola,Consumer Internet,App based cab aggregator,Bangalore,SoftBank Group Corp,Private Equity,"33,00,00,000",nan
+926,01/03/2017,Belong,Consumer Internet,Online Jon Portal,Bangalore,Sequoia Capital India,Private Equity,"1,00,00,000",nan
+927,01/03/2017,Seenit,Consumer Internet,AI based Fashion Search Portal,Kolkata,"Calcutta Angels Network (CAN), Augment Ventures",Seed Funding,N/A,nan
+928,01/03/2017,Paalak,ECommerce,Fresh Produce Selling portal,New Delhi,"Vishwadeep Bajaj, Harsh Kundra, Nandkumar Rane, LN Buddharaju, Anupam Tyagi",Seed Funding,N/A,nan
+929,02/03/2017,Celes Care,Consumer Internet,Women Healthcare & Information portal,Hyderabad,"Ventureast, Endiya Partners, Eight Roads Ventures, F-Prime Capital Partners",Private Equity,"15,00,000",nan
+930,02/03/2017,Karomi,Technology,Packaging Artwork Management software,Chennai,Ideaspring Capital,Seed Funding,"5,00,000",nan
+931,02/03/2017,Red Carpet,Consumer Internet,Micro Lending platform,Gurgaon,Lightspeed Venture Partners,Private Equity,"25,00,000",nan
+932,02/03/2017,Kreate Konnect,Technology,End-to-End Seller e-commerce solutions Provider,Vadodara,Langoor,Seed Funding,N/A,nan
+933,02/03/2017,CreditMantri,Consumer Internet,Online Credit score & lending platform,Chennai,Quona Capital,Private Equity,"76,00,000",nan
+934,03/03/2017,Lets Endorse,Consumer Internet,Online Ecosystem of social innovators,Bangalore,"Chandigarh Angels Network, Social Alpha and other unnamed angel investors",Seed Funding,N/A,nan
+935,03/03/2017,Tydy,Technology,Employee Onboarding and Engagement platform,Bangalore,"Bhupen Shah, Jayesh Parekh, Sanjay Sathe",Seed Funding,"2,75,000",nan
+936,03/03/2017,Nactus,Consumer Internet,Professional Tutors discovery & booking mobile app,Jaipur,"Sandeep Aggarwal, Gautam Chhaochharia, R Balachandar",Seed Funding,N/A,nan
+937,03/03/2017,Oho Shop,Technology,eCommerce Mobile App Builder,Ahmedabad,"Bennett, Coleman and Company Ltd",Private Equity,"67,00,000",nan
+938,03/03/2017,Emojifi,Consumer Internet,Mobile App for live emoji,Hyderabad,Undisclosed angel investors,Seed Funding,N/A,nan
+939,03/03/2017,Paytm Marketplace,ECommerce,ECommerce Marketplace,Bangalore,Alibaba,Private Equity,"20,00,00,000",nan
+940,04/03/2017,iGenetics,Healthcare,Health Diagnostic Solutions,Mumbai,CDC Group Plc,Private Equity,"1,95,00,000",nan
+941,06/03/2017,Juno Clinic,Consumer Internet,Online Counseling Platform,Mumbai,Atul Nishar,Seed Funding,"12,00,000",nan
+942,06/03/2017,Summerlabel,Consumer Internet,Fashion and Lifestyle discovery platform,Gurgaon,"Aneesh Seth, Tushar Mittal",Seed Funding,"1,50,000",nan
+943,06/03/2017,PickMe,Consumer Internet,Gadget Insurance & Repair Services platform,Mumbai,SIDBI Venture Capital Fund,Private Equity,"17,90,000",nan
+944,07/03/2017,Agrostar,Technology,Direct-to-Farmer Mobile-Based Retail platform,Pune,Accel Partners,Private Equity,"1,00,00,000",nan
+945,07/03/2017,Zapr,Technology,"DSP, TV Analytics & Cross-Platform advertising",Bangalore,Star India Pvt Ltd,Private Equity,"1,00,00,000",nan
+946,07/03/2017,Data Resolve,Technology,Cyber Security Solutions,Noida,IDFC Parampara Early Stage Opportunities Fund,Private Equity,"10,00,000",nan
+947,07/03/2017,Book Servicing,Consumer Internet,Online Vehicle Services Booking platform,New Delhi,National Science and Technology Entrepreneurship Development Board,Seed Funding,"30,000",nan
+948,07/03/2017,Blowhorn,Consumer Internet,Intra-City Logistics provider,Bangalore,"IDG Ventures India, Michael & Susan Dell Foundation, Draper Associates, Unitus Seed Fund",Private Equity,"36,50,000",nan
+949,08/03/2017,Rivigo,Logistics,Technology Enabled Logistics Company,Gurgaon,Private Sector Banks (Debt Funding),Private Equity,"1,50,00,000",nan
+950,08/03/2017,PipeCandy,Technology,Intelligent Sales Prospecting Platform,Chennai,"IDG ventures, Axilor Ventures, Emergent Ventures, Indian Angel Network",Seed Funding,"11,00,000",nan
+951,08/03/2017,Supr Daily,Consumer Internet,Subscription based Home Delivery Platform,Mumbai,Y Combinator,Seed Funding,"1,20,000",nan
+952,08/03/2017,Parentune,Consumer Internet,Online Community for Parents,Gurgaon,"Kae Capital, SEGNEL Ventures",Private Equity,N/A,nan
+953,09/03/2017,AppBrowzer,Consumer Internet,Instant Mobile Apps Store,Bangalore,Deepak Gurnani,Seed Funding,"5,00,000",nan
+954,09/03/2017,MagicBricks,Consumer Internet,Online Real Estate Portal,Mumbai,Times Internet Ltd,Private Equity,"45,00,000",nan
+955,10/03/2017,PeeBuddy,Healthcare,Female Hygiene product manufacturer,New Delhi,Indian Angel Network,Seed Funding,"4,43,000",nan
+956,10/03/2017,iOrderFresh,ECommerce,Online fresh fruits and grocery store,New Delhi,Singapore Angel Network,Seed Funding,N/A,nan
+957,10/03/2017,Lavelle Networks,Technology,SDN Solutions,Bangalore,Ideaspring Capital,Seed Funding,"6,00,000",nan
+958,10/03/2017,PropertyShare,Consumer Internet,Fractional Proerty Ownership & Rental platform,Bangalore,"Asuka, Pravega Ventures, BEENEXT",Seed Funding,N/A,nan
+959,14/03/2017,MyDermacy,Consumer Internet,Online Dermatology consultation platform,New Delhi,Cyber Carrier,Private Equity,N/A,nan
+960,15/03/2017,LatestOne,eCommerce,Tech Accessories e-tailer,Hyderabad,"Florintree, Mathew Cyriac, Chidambaram Palaniappan, Bharat Sheth",Private Equity,"33,50,000",nan
+961,15/03/2017,Frapperz,Consumer Internet,On-demand home services provider,Kolkata,Undisclosed Investor,Seed Funding,"1,00,000",nan
+962,16/03/2017,mPaani,Consumer Internet,Loyalty rewards app,Mumbai,"IDG Ventures, Blume Ventures, Saha Fund,",Private Equity,"13,50,000",nan
+963,16/03/2017,ShilpMIS,Technology,Virtual Reality platform,Surat,"Puneet Gupta, Nimitt Desai & Others",Seed Funding,N/A,nan
+964,16/03/2017,POPxo,Consumer Internet,Digital Media publication for women,New Delhi,"GREE Ventures, Kalaari Capital and IDG Ventures India, Summit Media, Atul Goel, and Gurpreet Singh",Private Equity,"31,00,000",nan
+965,16/03/2017,Fitso,Consumer Internet,Fitness Mobile App,Gurgaon,"Sujeet Kumar, Bhupender Singh, Yashish Dhaiya",Seed Funding,"2,00,000",nan
+966,17/03/2017,FarMart,Technology,Farming rental equipment provider,Gurgaon,Indian Angel Network,Seed Funding,N/A,nan
+967,21/03/2017,Flipkart,eCommerce,ECommerce Marketplace,Bangalore,"Microsoft, eBay, Tencent Holdings",Private Equity,"1,40,00,00,000",nan
+968,21/03/2017,Airpay,Technology,Online payment Gateway,Mumbai,"Kalaari Capital, Rakesh and Rajesh Jhunjhunwala",Private Equity,"36,70,000",nan
+969,21/03/2017,MyGlamm,Consumer Internet,On-Demand Beauty Services,Mumbai,L\\xe2\\x80\\x99Occitane,Private Equity,"53,00,000",nan
+970,22/03/2017,The Mons Co.,eCommerce,Pregnancy & Baby Care etailer,New Delhi,"Shripad Nadkarni, Nandu Nandkishore",Seed Funding,N/A,nan
+971,22/03/2017,Haqdarshak,Consumer Internet,Tech-Enabled Social Enterprise,Bangalore,"Ravi Saxena, Sandeep Raju,",Seed Funding,"1,91,000",nan
+972,23/03/2017,Ixigo,Consumer Internet,Online Travel Search Engine,Gurgaon,"Sequoia Capital, Kinzon Capital",Private Equity,"1,50,00,000",nan
+973,23/03/2017,Markets and Markets,Technology,Marketing Research Company,Pune,"FTV Capital, Zodius Capital",Private Equity,"5,60,00,000",nan
+974,24/03/2017,Bizom,Technology,supply chain automation platform,Bangalore,Ojas Ventures,Seed Funding,"3,82,000",nan
+975,24/03/2017,BabyonBoard,Consumer Internet,Parenting Mobile App,Bangalore,"Mahavir Sharma, Vishal Jain, Rohit Sethi, Gaurav Luniya",Seed Funding,N/A,nan
+976,24/03/2017,Delhivery,Technology,Tech enabled Fulfilment & Logistics Solutions,New Delhi,"Carlyle Group, Tiger Global",Private Equity,"10,00,00,000",nan
+977,27/03/2017,Sport Flashes,Consumer Internet,Sports Based Online Media portal,New Delhi,"Vikas Bajaj, Amit Kharbanda,",Seed Funding,N/A,nan
+978,28/03/2017,Fynd,ECommerce,Online fashion marketplace,Mumbai,Venture Catalysts,Private Equity,"5,00,000",nan
+979,28/03/2017,Wigzo,Technology,Enterprise Automation suite,New Delhi,3one4 capital,Private Equity,N/A,nan
+980,28/03/2017,DoneThing,Consumer Internet,On-demand Personal Assistant service,Gurgaon,Brand Capital,Private Equity,"3,00,000",nan
+981,29/03/2017,Zapyle,ECommerce,Luxury Fashion Marketplace,Bangalore,Undisclosed Investors,Seed Funding,N/A,nan
+982,29/03/2017,Ithaka,Consumer Internet,Vacation Trip Planning platform,Mumbai,"Ankit Gupta, Puneet Motihar",Seed Funding,"3,25,000",nan
+983,29/03/2017,perpule,eCommerce,Self-Checkout ECommerce App,Bangalore,KStart Capital,Seed Funding,"6,50,000",nan
+984,29/03/2017,Byju\\xe2\\x80\\x99s,Consumer Internet,Online Education Platform,Bangalore,Verlinvest,Private Equity,N/A,nan
+985,29/03/2017,Licious,ECommerce,Online Meat Ordering platform,Bangalore,"Mayfield India, 3one4 Capital, Sistema Asia Fund, Neoplux Technology Fund",Private Equity,"1,00,00,000",nan
+986,29/03/2017,Medinfi,Consumer Internet,Doctor & Hospital search Platform,Bangalore,"Vinod Martin, Hemant Kaul, Prof. Ram Kumar Kakani & Others",Seed Funding,"50,000",nan
+987,30/03/2017,Indus OS,Technology,Mobile OS creator,Mumbai,"JSW Ventures, VenturEast",Private Equity,N/A,nan
+988,30/03/2017,Emflux Motors,Technology,Electric Motorcycle manufacturer,Bangalore,"Meher Roy, Nikhil Arora, Meet Kanodia, Krit Sankalp, Nitish Singh, Risabh Gupta",Seed Funding,N/A,nan
+989,30/03/2017,Klinic App,Consumer Internet,Pathology & Diagnostic Tests Portal,Gurgaon,Om Chaudhry,Seed Funding,N/A,nan
+990,31/03/2017,Jhakaas,Consumer Internet,Offline Business Aggregator App,Mumbai,"Malini Patel, Stelcore Management Services, Anjani Prasad",Seed Funding,"1,55,000",nan
+991,31/03/2017,Oriano Solar,Technology,Turnkey Solar Solutions,Mumbai,Samridhi Fund,Private Equity,"30,00,000",nan
+992,31/03/2017,BigBasket,ECommerce,Online Grocer,Bangalore,Trifecta Capital,Private Equity,"70,00,000",nan
+993,31/03/2017,Rooter,Consumer Internet,Sports engagement platform,New Delhi,Intex Technologies,Private Equity,N/A,nan
+994,31/03/2017,FalconBrick,Technology,Real-Estate Workflow mobile app,Bangalore,"Satveer Thakral, LetsVenture, Mumbai Angels",Seed Funding,N/A,nan
+995,31/03/2017,Icertis,Technology,ERP solutions provider,Pune,"B Capital Group, Ignition Partners, Greycroft, e.ventures,\\xc2\\xa0 Eight Roads Ventures",Private Equity,"2,50,00,000",nan
+996,02/02/2017,Clodura,Technology,Intelligent Sales Assistant,Pune,Undisclosed Investors,Seed Funding,N/A,nan
+997,03/02/2017,Stockroom.io,Consumer Internet,Curated Platform for Developers,Hyderabad,"Satya D Sinha, Gyanendra Singh",Seed Funding,N/A,nan
+998,06/02/2017,Capital Float,Consumer Internet,Online lending platform,Bangalore,IFMR Capital Finance,Private Equity,"25,00,000",nan
+999,06/02/2017,iManageMyHotel,Technology,Hotel Management Solution,Kolkata,Jaarvis Accelerator,Seed Funding,N/A,nan
+1000,07/02/2017,Inner Hour,Consumer Internet,Online Counselling Platform,Mumbai,"Batlivala & Karani Securities, Venture Works",Seed Funding,"4,50,000",nan
+1001,07/02/2017,Travel Triangle,Consumer Internet,Online travel agent marketplace,Noida,"RB Investments, SAIF Partners, Bessemer Venture Partners",Private Equity,"1,00,00,000",nan
+1002,08/02/2017,Wandertrails,Consumer Internet,"Online Travel, Adventure & Activities Portal",Bangalore,Earlsfield Capital,Seed Funding,"10,00,000",nan
+1003,08/02/2017,Zenatix,Technology,IoT Based Energy Monitoring & Control,Gurgaon,"pi Ventures, Blume Ventures",Private Equity,"12,00,000",nan
+1004,08/02/2017,Cartrade,Consumer Internet,Automobile Classifieds Portal,Mumbai,Temasek Holdings,Private Equity,"5,50,00,000",nan
+1005,08/02/2017,MindYourFleet,Technology,Car Rental Software Solutions,Noida,"Japan Vyas, Tarun Adlakha",Seed Funding,N/A,nan
+1006,08/02/2017,Edurev,Consumer Internet,Online Education Portal,Gurgaon,Facebook FB Start programme,Seed Funding,"40,000",nan
+1007,09/02/2017,Voonik,ECommerce,Women Apparel & Lifestyle etailer,Bangalore,"RB Investments, Sequoia Capital",Private Equity,"60,00,000",nan
+1008,09/02/2017,1Crowd,Finance,Startup Crowd-funding platform,Mumbai,Ganesh Natarajan,Seed Funding,N/A,nan
+1009,09/02/2017,Wooplr,ECommerce,Women Fashion Portal,Bangalore,"Sistema Asia Fund, Amereus Group, Helion Ventures",Private Equity,"80,00,000",nan
+1010,10/02/2017,48East,ECommerce,Online Food Delivery Platform,Bangalore,Al Dhaheri family,Private Equity,"5,00,000",nan
+1011,10/02/2017,Redesyn,Consumer Internet,Tech Enabler for Artists,Mumbai,ThinQbate,Seed Funding,N/A,nan
+1012,13/02/2017,Sigtuple,Technology,Medical Automation platform,Bangalore,"Accel Partners, IDG Ventures, Endiya Partners, pi Ventures, VH Capital, Axilor Partners",Private Equity,"58,00,000",nan
+1013,13/02/2017,Flutura,Technology,Decision Sciences Analytics Solutions,Bangalore,"Vertex Ventures, Lumis Partners",Private Equity,"75,00,000",nan
+1014,13/02/2017,Wassup,Consumer Internet,On Demand Laundry & Dry Cleaning Services,Chennai,Anil Jain & other HNIs,Private Equity,"32,00,000",nan
+1015,13/02/2017,Better Mortgage,Consumer Internet,Mortgage Offering Platform,Gurgaon,"Kleiner Perkins, Goldman Sachs, Pine Brook",Private Equity,"1,50,00,000",nan
+1016,13/02/2017,Nurturey,Consumer Internet,Parenting Mobile App,New Delhi,Mohit Joshi & Others,Seed Funding,"3,30,000",nan
+1017,13/02/2017,Fyle,Technology,Expense Management Solution,Bangalore,Pravega Ventures,Seed Funding,"4,00,000",nan
+1018,14/02/2017,GoBumpr,Consumer Internet,Online Bike & Car Services provider,Chennai,"Mahalingam K, Girish Mathrubootham",Seed Funding,"3,00,000",nan
+1019,14/02/2017,CCAvenue,Consumer Internet,Online Payment Gateway,Mumbai,Infibeam,Private Equity,"2,24,00,000",nan
+1020,14/02/2017,Connaizen,Technology,Data Analytics platform,New Delhi,Vikram Sud,Seed Funding,N/A,nan
+1021,15/02/2017,Innov8,Consumer Internet,Co-Working Space Platform,New Delhi,"Vijay Shekhar Sharma, Rajan Anandan, Kunal Shah, Girish Mathrubootham, Punit Soni, Anand Chandrasekaran, Sunil Kalra, Utsav Somani, Vishal Gondal, Vikram Limaye",Seed Funding,N/A,nan
+1022,15/02/2017,ZestMoney,Consumer Internet,Online Consumer Lending platform,Bangalore,"PayU, Ribbit Capital, Omidyar Network",Private Equity,"65,00,000",nan
+1023,15/02/2017,AirZaar,Technology,Drone operations management platform,Missourie,Quake Capital,Seed Funding,"3,50,000",nan
+1024,16/02/2017,Truebil,Consumer Internet,Online Marketplace for Used Cars,Mumbai,Shunwei Capital,Private Equity,"30,00,000",nan
+1025,16/02/2017,YourStory,Consumer Internet,Online Media,Bangalore,"Kalaari Capital Partners, Qualcomm, 3ONE4 Capital Advisors, UC-RNT",Private Equity,"30,00,000",nan
+1026,17/02/2017,Imaginate,Technology,AR & VR platform,Hyderabad,SRI Capital,Seed Funding,"5,00,000",nan
+1027,17/02/2017,The Ken,Consumer Internet,Online Media Platform,Bangalore,"Aprameya Radhakrishna, Deepak Natraj, Girish Mathrubootham, Mahesh Murthy, Pallav Nadhani, Pavan Ongole, Sandeep Mathur, Vijay Shekhar Sharma & Others",Seed Funding,"4,00,000",nan
+1028,17/02/2017,Urban Ladder,ECommerce,Online Furniture Store,Bangalore,"Kalaari Capital, SAIF Partners, Steadview Capital, Sequoia Capital",Private Equity,"1,52,00,000",nan
+1029,17/02/2017,Aisle,Consumer Internet,Online match-making app,Bangalore,"Konglo Ventures, White Unicorn Ventures, LetsVenture",Seed Funding,N/A,nan
+1030,17/02/2017,TownScript,Consumer Internet,DIY event registration and ticketing portal,Pune,BookMyShow,Private Equity,N/A,nan
+1031,17/02/2017,Leopetra,eCommerce,Solution provider for pet needs,Mumbai,Facebook FBStart,Seed Funding,"40,000",nan
+1032,18/02/2017,Blood n Care,Consumer Internet,First Aid care app,Gurgaon,Facebook FBStart,Seed Funding,"40,000",nan
+1033,20/02/2017,Flipkart,eCommerce,Online Marketplace,Bangalore,"Bennett, Coleman and Co. Ltd (BCCL)",Private Equity,"3,87,00,000",nan
+1034,21/02/2017,True Balance,Consumer Internet,Mobile balance Checking App,Gurgaon,"Softbank Ventures Korea, IMM Investment",Private Equity,"1,50,00,000",nan
+1035,22/02/2017,Vebbler,Consumer Internet,Photo Sharing for Groups,Bangalore,Facebook FBStart,Seed Funding,"40,000",nan
+1036,23/02/2017,Get My Parking,Consumer Internet,Smart Parking Platform,New Delhi,"Indian Angel Network (IAN), BEENEXT, The Chennai Angels, Sunil Munjal",Private Equity,"11,00,000",nan
+1037,23/02/2017,Lets Reap,Consumer Internet,B2B Mobile App for Pharmacies,Mumbai,"Kunal Shah, Sandeep Tandon, Nitin Saluja, Gagan Goyal",Seed Funding,N/A,nan
+1038,24/02/2017,Oglas,Consumer Internet,Mobile Advertising App,Noida,"Pankaj Rungta, Yogesh Agarwal",Seed Funding,N/A,nan
+1039,27/02/2017,Staydobe,Consumer Internet,Co-Living Spaces Aggregator,Bangalore,Ishan Manaktala,Seed Funding,N/A,nan
+1040,27/02/2017,Biryani By Kilo,Consumer Internet,Online Food Ordering & Delivery Portal,Gurgaon,"Chandigarh Angels, Ashish Gupta, Rohit, Ashish Chand, Sunil Singh & Others",Seed Funding,"3,75,000",nan
+1041,27/02/2017,Johari Shop,ECommerce,Online Jewellery etailer,Bangalore,Undisclosed Investors,Seed Funding,"94,000",nan
+1042,28/02/2017,NeoStencil,Consumer Internet,Live Online Coaching Classes,New Delhi,"Brand Capital, Paragon Trust",Private Equity,"10,00,000",nan
+1043,28/02/2017,Blackbuck,Logistics,Online freight aggregator,Bangalore,"Sands Capital, IFC, Accel Partners, Flipkart, Sanjiv Rangrass",Private Equity,"7,00,00,000",nan
+1044,02/01/2017,TaxSutra,Consumer Internet,Online Tax Filing platform,Pune,"TV Mohandas Pai, V Balakrishnan, PV Srinivasan",Seed Funding,"3,66,000",nan
+1045,03/01/2017,TempoGo,Technology,IoT & SAAS Solutions for Transportation Industry,Panaji,K2 Capital,Seed Funding,"8,25,000",nan
+1046,03/01/2017,GoFynd,ecommerce,Fashion ecommerce portal,Mumbai,"Anand Chandrasekaran, Rajiv Mehta, Ramakant Sharma",Seed Funding,N/A,nan
+1047,03/01/2017,Vow Car Clinic,Consumer Internet,Online/App Based Car cleaning service provider,Gurgaon,Vishal Malik,Seed Funding,N/A,nan
+1048,04/01/2017,LearnTron,Technology,Blended Learning Delivery App for Schools & Corporates,Chennai,Kae Capital,Seed Funding,N/A,nan
+1049,05/01/2017,MobiDent,Consumer Internet,Dentist Appointments booking platform,Bangalore,DanGold Investment Corp,Private Equity,N/A,nan
+1050,05/01/2017,Yostra,Technology,Healthcare Technology Solutions,Bangalore,"Marico Innovation Foundation (MIF), Villgro",Private Equity,N/A,nan
+1051,06/01/2017,Leap India,Logistics,Supply Chain Solutions Provider,Mumbai,"India Nivesh Growth Fund, Sixth Sense, TCI Ventures",Private Equity,"1,30,00,000",nan
+1052,07/01/2017,FreeCharge,Consumer Internet,Mobile Wallet,Mumbai,Jasper Infotech Pvt Ltd,Private Equity,"5,70,00,000",nan
+1053,09/01/2017,TicketNew,Consumer Internet,Movie Ticket Booking platform,Chennai,Alibaba Pictures,Private Equity,"3,50,00,000",nan
+1054,10/01/2017,Intelligence Node,Technology,SAAS Based Retail Analytics Solutions,Mumbai,BlackSoil Capital Pvt Ltd,Private Equity,"8,00,000",nan
+1055,10/01/2017,Securens,Technology,e-surveillance services provider,Mumbai,"Mayfield India, Trifecta Capital",Private Equity,"50,00,000",nan
+1056,10/01/2017,Loan Frame,Consumer Internet,Small Business Loans Marketplace platform,Gurgaon,"Vedanta Capital, William Campbell, Toos N Daruvala",Private Equity,"22,50,000",nan
+1057,10/01/2017,DriveSkool,Consumer Internet,online marketplace for driving schools,Bangalore,Aavya Ventures,Seed Funding,N/A,nan
+1058,10/01/2017,Medinfi,Consumer Internet,Doctor & Clinic Discovery portal,Bangalore,"Vinod Martin, Evan Lim, Kanchan Ghoshal, Ram Kumar Kakani",Seed Funding,"1,00,000",nan
+1059,10/01/2017,LensKart,eCommerce,Online eyewear retailer,Bangalore,Ronnie Screwvala,Private Equity,"35,00,000",nan
+1060,11/01/2017,InstaOffice,Consumer Internet,CoWorking Spaces booking platform,Gurgaon,"Zishaan Hayath, Karan Chellani, Mohit Satyan",Seed Funding,N/A,nan
+1061,12/01/2017,Hansel.io,Consumer Internet,Real-time Mobile App Management Platform,Bangalore,"IDG Ventures, Endiya Partners",Private Equity,"13,50,000",nan
+1062,12/01/2017,Square Yards,Consumer Internet,Property Search Aggregator platform,Gurgaon,"Lohia Group, Andre Hoffman",Private Equity,"1,00,00,000",nan
+1063,13/01/2017,Roambee,Technology,IoT smart Logistics and Asset Management Company,Mumbai,Deutsche Telekom Strategic Investments & Others,Private Equity,"41,00,000",nan
+1064,13/01/2017,PaisaWapas,Consumer Internet,Cashback & Coupons platform,Bangalore,Vividhity Ventures,Seed Funding,N/A,nan
+1065,13/01/2017,iService,Consumer Internet,Gadgets Repair & Service Booking platform,Bangalore,"Blume Ventures, Girish Mathrubootham, Aprameya Radhakrishna",Seed Funding,"4,40,000",nan
+1066,14/01/2017,Unacademy,Consumer Internet,Online learning platform,Bangalore,"Nexus Venture Partners, Blume Ventures",Private Equity,"45,00,000",nan
+1067,14/01/2017,SecururAX,Technology,Cloud-based solutions provider,Bangalore,"Axilor Ventures, Parampara Early Stage Opportunities Fund & Others",Private Equity,N/A,nan
+1068,16/01/2017,Leadburg,Consumer Internet,Personality Development Mobile App,Bangalore,"Harsh V. Pant, Ratheesh Raveendran",Seed Funding,N/A,nan
+1069,16/01/2017,ZoloStays,Consumer Internet,Branded PG Accomodation booking platform,Bangalore,"Nexus Venture Partners, Innoven Capital",Private Equity,"50,00,000",nan
+1070,16/01/2017,Oi Media,Technology,SAAS Based Media Marketing platform,New Delhi,Quarizon,Seed Funding,N/A,nan
+1071,16/01/2017,HipCouch,Consumer Internet,Custom & Modular Furniture platform,Mumbai,Undisclosed Investors,Seed Funding,"7,00,000",nan
+1072,17/01/2017,Curiositi,Consumer Internet,Online Learning Platform,Bangalore,"Menterra Social Impact Fund, Unitus Seed Fund",Private Equity,"8,00,000",nan
+1073,17/01/2017,TinyStep,Consumer Internet,Parenting Info & Social Network,Bangalore,Flipkart,Private Equity,"20,00,000",nan
+1074,17/01/2017,Practo,Consumer Internet,Online Healthcare platform,Bangalore,"Tencent,\\xc2\\xa0 ru-Net, RSI Fund, Thrive Capital",Private Equity,"5,50,00,000",nan
+1075,17/01/2017,Ketchupp,Consumer Internet,Food Discovery Platform,New Delhi,India Quotient and others,Seed Funding,"4,41,000",nan
+1076,17/01/2017,Hoopy,Consumer Internet,Online Car Service Platform,Gwalior,undisclosed investors,Seed Funding,"5,00,000",nan
+1077,17/01/2017,Ezytruk,Consumer Internet,Logistics and truck aggregator platform,Bangalore,"Ajith Nair, Anish K",Seed Funding,"1,47,000",nan
+1078,18/01/2017,Kratikal,Technology,Cyber Security Solution provider,New Delhi,"Amajit Gupta, Praveen Dubey, J.P. Bhatt",Seed Funding,N/A,nan
+1079,18/01/2017,Direct Create,eCommerce,B2B Marketplace for Handicrafts,Gurgaon,Rajasthan Venture Capital Fund,Seed Funding,N/A,nan
+1080,18/01/2017,Vahdam Teas,eCommerce,Online Tea etailer,New Delhi,"Mumbai Angels Network, Fireside Ventures, Singapore Angel Network",Seed Funding,"6,50,000",nan
+1081,18/01/2017,Qwikspec,Technology,Cloud-based construction,Bangalore,Undisclosed Investors,Seed Funding,"3,00,000",nan
+1082,19/01/2017,PParke,Consumer Internet,Parking Solutions mobile app,Bangalore,SB Ventures,Seed Funding,N/A,nan
+1083,19/01/2017,Weddingz.in,Consumer Internet,Online Marketplace for Wedding Venues and vendors,Mumbai,Singularity Ventures,Private Equity,"10,00,000",nan
+1084,19/01/2017,Native Special,eCommerce,Indian Sweets & Snacks etailer,Karur,"Indian Angel Network, Native Angels Network",Seed Funding,N/A,nan
+1085,19/01/2017,Fitnapp,Consumer Internet,Fitness Mobile App,Noida,SD Group,Private Equity,N/A,nan
+1086,20/01/2017,Ethosh,Technology,Visual and Interactive communications Solutions,Pune,Deepak Nathani,Seed Funding,N/A,nan
+1087,20/01/2017,Wydr,eCommerce,B2B Wholesale Marketplace in India,Gurgaon,"Bessemer Venture Partners, Stellaris Venture Partners, Jungle Venture Partners, Axis Capital",Private Equity,N/A,nan
+1088,20/01/2017,Tyre Express,Technology,IoT platform for Tyre Performance management & tracking,Mumbai,IvyCamp Ventures,Seed Funding,N/A,nan
+1089,20/01/2017,Connaizen,Technology,Data Analytics platform,New Delhi,Umang Moondra,Seed Funding,N/A,nan
+1090,22/01/2017,MessaGif,Consumer Internet,social messaging platform,New Delhi,Undisclosed investor,Seed Funding,"50,000",nan
+1091,23/01/2017,SmartHi,Technology,Audit automation Solutions,Pune,Singapore based investor,Seed Funding,N/A,nan
+1092,23/01/2017,CRON Systems,Technology,Border Intrusion Alert Solutions,New Delhi,YourNest Fund II,Seed Funding,N/A,nan
+1093,23/01/2017,CueMath,Technology,Maths Learning program,New Delhi,"CapitalG, Sequoia India",Private Equity,"1,50,00,000",nan
+1094,23/01/2017,ChipperSage,Technology,Online learning platform,Bangalore,India Educational Investment Fund,Seed Funding,N/A,nan
+1095,24/01/2017,SelectJobs,Consumer Internet,Online Job portal,Mumbai,India Educational Investment Fund,Seed Funding,N/A,nan
+1096,24/01/2017,Khel Now,Consumer Internet,Mobile-based Social Platform for Sports,Bangalore,Indochine International,Private Equity,"5,00,000",nan
+1097,24/01/2017,NowFloats,Consumer Internet,Platform to take businesses online,Hyderabad,"Iron Pillar and IIFL, Blume Ventures, Omidyar Network",Private Equity,"1,00,00,000",nan
+1098,24/01/2017,Lets Transport,Consumer Internet,Online transport vehicle booking platform,Bangalore,"GMO Japan, Neelesh Bhatnagar",Private Equity,"40,00,000",nan
+1099,24/01/2017,BetaOut,Technology,ECommerce Marketing Software,Noida,East Ventures & Others,Private Equity,N/A,nan
+1100,25/01/2017,Wishberry,Consumer Internet,Crowdfunding Platform,Mumbai,"Sharad Sharma, Rajan Anandan,\\xc2\\xa0 Amit Ranjan, Alok Mittal & others",Seed Funding,N/A,nan
+1101,25/01/2017,RML Agtech,Technology,Agri Decision Support Solution for farmers,Pune,IvyCap Ventures,Private Equity,"40,00,000",nan
+1102,25/01/2017,LoyaltyPrime,Technology,Loyalty program management solutions,New Delhi,"Senovo, Unternehmertum Venture Capital, Alexander Bruehl",Private Equity,N/A,nan
+1103,25/01/2017,InstaSafe,Technology,Security-as-a-Service solution provider,Bangalore,ABM Knowledgeware,Private Equity,"22,00,000",nan
+1104,25/01/2017,Infibeam,eCommerce,eCommerce Marketplace,Ahmedabad,"Bennett, Coleman and Company Ltd",Private Equity,"88,00,000",nan
+1105,02/01/2017,99Games,Technology,Mobile Game Developer Studio,Udupi,Dream Incubator,Seed Funding,N/A,nan
+1106,26/01/2017,AirMed Labs,Consumer Internet,Health Tests Booking platform & ePharmacy,Ahmedabad,Brand Capital,Private Equity,"14,00,000",nan
+1107,26/01/2017,99PerHour,Consumer Internet,Hyper-local Handyman Service provider,Chennai,V Aanand R,Seed Funding,"3,00,000",nan
+1108,26/01/2017,Kochi Post,Consumer Internet,English Online News portal,Kochi,"Rajesh Yohannan, Puthen & Cole",Seed Funding,N/A,nan
+1109,30/01/2017,Intuit Things,Technology,IoT solutions for home automation applications,Mumbai,Sanjay Mehta & Others ( The Ten Minute Million),Seed Funding,"1,06,000",nan
+1110,30/01/2017,Cloudrino,Technology,Cloud based Virtual Servers,New Delhi,The Ten Minute Million,Seed Funding,"22,500",nan
+1111,30/01/2017,FabX,eCommerce,Used Furniture Marketplace,Mumbai,The Ten Minute Million,Seed Funding,"68,000",nan
+1112,30/01/2017,Maptags,Consumer Internet,Smart Online address tags,Bangalore,The Ten Minute Million,Seed Funding,"18,000",nan
+1113,30/01/2017,YOLO Health,Consumer Internet,Online Healthcare platform,Mumbai,Chandigarh Angels Network (CAN),Seed Funding,N/A,nan
+1114,31/01/2017,Heads Up For Tails,eCommerce,Online Pet Products Store,New Delhi,Undisclosed Investors,Private Equity,"20,00,000",nan
+1115,31/01/2017,Register My Marriage,Consumer Internet,Online Marriage Registration services,New Delhi,Mumbai Angels,Seed Funding,N/A,nan
+1116,01/12/2016,SidQam,Technology,Healthcare Software System,Noida,"SQue Capital, Grace Capital Ventures, Soham Vencaps",Private Equity,"12,00,000",nan
+1117,01/12/2016,India Lends,Consumer Internet,Online Instant personal Loan provider,New Delhi,"DSG Consumer Partners, American Express Ventures, Cyber Carrier VC, AdvantEdge Partners",Private Equity,"40,00,000",nan
+1118,01/12/2016,Slide App,Consumer Internet,Lock screen Rewards mobile app,New Delhi,Songhyun Investment,Private Equity,"36,00,000",nan
+1119,02/12/2016,Badiyajobs,Consumer Internet,Entry-Level job Seekers platform,New Delhi,Undisclosed,Seed Funding,"1,00,000",nan
+1120,02/12/2016,Streo,Consumer Internet,Live Music Streaming App,Bangalore,"GEMs Advisory, Quarizon",Seed Funding,N/A,nan
+1121,02/12/2016,TYGR,Technology,Transport and logistics mobile App,Mumbai,Franchise India,Private Equity,"30,00,000",nan
+1122,05/12/2016,Mr Hot Foods,Consumer Internet,Online Food Ordering & Delivery Portal,Indore,IvyCamp Ventures,Seed Funding,N/A,nan
+1123,05/12/2016,UrDoorStep,eCommerce,Online Grocery Store,Bangalore,Lakshmi Vilas Bank & undisclosed HNIs,Private Equity,"14,00,000",nan
+1124,05/12/2016,ONN Bikes,eCommerce,"On-demand, self-drive bike rental platform",Mumbai,Grace Capital Ventures,Seed Funding,N/A,nan
+1125,06/12/2016,Diro Labs,Consumer Internet,Mobile Contacts Management app,New Delhi,Info Edge (India),Seed Funding,"1,47,000",nan
+1126,06/12/2016,THB,Technology,Clinical research and data analytics,Gurgaon,"Ajith Sukumaran, Currae Healthtech Fund",Seed Funding,N/A,nan
+1127,07/12/2016,LookAtMe,Consumer Internet,Mobile App based Fashion Network,Singapore,Eros Labs,Seed Funding,N/A,nan
+1128,07/12/2016,Netree,eCommerce,Mobile-only Retailers Engagement Solution,New Delhi,"The Chennai Angels, LetsVenture",Seed Funding,N/A,nan
+1129,07/12/2016,BookEventz,Consumer Internet,"Venue, Events Booking platform",Mumbai,Investors from Mumbai Angels & LetsVenture,Seed Funding,N/A,nan
+1130,07/12/2016,Tailslife,Consumer Internet,Pet Parenting mobile app,Bangalore,"Mohan Kumar, V. Balakrishnan",Seed Funding,N/A,nan
+1131,07/12/2016,Revv,Consumer Internet,Self-Driven Car Services booking portal,New Delhi,Edelweiss Private Equity,Private Equity,"90,00,000",nan
+1132,07/12/2016,WealthApp,Consumer Internet,Online Investment Advisory platform,Bangalore,"Venk Krishnan, MJ Aravind, Vikram Kotak, Jayant Davar,\\xc2\\xa0 Ramkumar Nishtal, Arjun Sharmaa",Seed Funding,"4,40,000",nan
+1133,07/12/2016,Vehico,Technology,Connected Transportation solutions,Bangalore,"Calcutta Angel Network, Appliyifi",Seed Funding,N/A,nan
+1134,08/12/2016,Zest Money,Consumer Internet,Online Consumer Lending platform,Mumbai,PayU,Private Equity,"65,00,000",nan
+1135,08/12/2016,GoMechanic,Consumer Internet,Online Car servicing Booking platform,Gurgaon,Venture Catalysts,Seed Funding,"2,50,000",nan
+1136,09/12/2016,Stalk Buy Love,eCommerce,Fashion Apparel eTailer,New Delhi,Kalaari Capital,Private Equity,"60,00,000",nan
+1137,09/12/2016,Nykaa,eCommerce,Beauty Products etailer,Mumbai,Max Ventures and Industries,Private Equity,N/A,nan
+1138,09/12/2016,Wittyparot,Technology,Content Management & Productivity platform,Bangalore,Mumbai Angels,Seed Funding,"4,50,000",nan
+1139,09/12/2016,NeuroEquilibrium,Technology,Health-Tech platform,Jaipur,Unicorn India Ventures,Seed Funding,"2,50,000",nan
+1140,12/12/2016,Xseed Education,Technology,Education & learning Tech platform,Bangalore,Verlinvest SA,Private Equity,"1,00,00,000",nan
+1141,12/12/2016,Rupaiya Exchange,Consumer Internet,P2P Lending platform,New Delhi,Undisclosed Investors,Seed Funding,"2,00,000",nan
+1142,12/12/2016,Doctor Insta,Consumer Internet,Online Doctor Consulting platform,Gurgaon,RoundGlass Partners,Private Equity,"20,00,000",nan
+1143,12/12/2016,UrbanPiper,Consumer Internet,Self-Branded Websites & Apps for Ecommerce,Bangalore,"Axilor, undisclosed investors",Seed Funding,N/A,nan
+1144,12/12/2016,Fresh Food Concepts,Food & Beverage,Cold Press Juice manufacturer & seller,New Delhi,"Siddhartha Gupta, Ashvin Chadha",Seed Funding,"20,00,000",nan
+1145,13/12/2016,Indifi,Consumer Internet,Online lending platform,Gurgaon,Omidyar Network,Private Equity,"1,00,00,000",nan
+1146,13/12/2016,GoComet,Logistics,Marketplace for International Freight,Mumbai,"India Quotient, Rajul Garg, Rajesh Yabaji, Chanakya Hridaya, Ramasubramaniam B, Vishwanathan, Nobel House, Sunstone Capital",Seed Funding,N/A,nan
+1147,13/12/2016,OfBusiness,eCommerce,Online business-to-business (B2B) marketplace,Gurgaon,"Zodius Technology Opportunities Fund, Matrix Partners",Private Equity,"1,11,00,000",nan
+1148,14/12/2016,Fitmein,Consumer Internet,Fitness Discovery & Booking platform,New Delhi,"FiNC, GHV",Seed Funding,N/A,nan
+1149,14/12/2016,Qacco,Consumer Internet,Hotel Booking platform,Gurgaon,"Lead Angels Network, Anbu Pandian, Prabhakar MR & Others",Seed Funding,"1,50,000",nan
+1150,14/12/2016,Fitpass,Consumer Internet,Fitness center aggregator & Booking mobile app,New Delhi,Mumbai Angels,Seed Funding,"10,00,000",nan
+1151,14/12/2016,MoEngage,Technology,User analytics and engagement platform,Bangalore,Anand Chandrasekaran,Seed Funding,N/A,nan
+1152,14/12/2016,Ten3t Health,Technology,medical grade wearable patch maker,Bangalore,"V. Krishna Prasad, Bhupen Shah & Others",Seed Funding,N/A,nan
+1153,14/12/2016,Trading Bells,Consumer Internet,Online Share & Commodity Broking platform,Indore,Swastika Investmart Ltd,Seed Funding,"2,97,000",nan
+1154,15/12/2016,SERV\\xe2\\x80\\x99D,Consumer Internet,Financial Services For Unorganized Workforce,Pune,Digital Financial Service Lab,Seed Funding,"1,00,000",nan
+1155,15/12/2016,IdeaForge,Technology,Drone Manufacturing,Mumbai,"WRV Capital and IndusAge Partners, Infosys Innovation Fund",Private Equity,"1,00,00,000",nan
+1156,15/12/2016,Amagi Media Labs,Technology,Media Technology Solutions,Mumbai,"Emerald Media, Premji Invest",Private Equity,"3,50,00,000",nan
+1157,15/12/2016,Pocket Aces,Technology,Digital Entertainment Company,Mumbai,"Sequoia Capital India, North Base Media, Aarin Capital, 3one4 Capital, Axilor Ventures, Kunal Shah, Sandeep Tandon",Private Equity,"30,00,000",nan
+1158,16/12/2016,Pi Data Centers,Technology,Cloud Data Center Solutions provider,Hyderabad,Epsilon Venture Partners,Private Equity,"2,30,00,000",nan
+1159,16/12/2016,TripShelf,Consumer Internet,Holiday Packages provider,New Delhi,"GEMS Advisory, Quarizon",Seed Funding,"1,23,000",nan
+1160,19/12/2016,Events High,Consumer Internet,Events & Activities Marketplace,Bangalore,Axilor Ventures,Private Equity,N/A,nan
+1161,19/12/2016,NoBroker,Consumer Internet,Rental property search portal,Bangalore,"KTB Network, SAIF Partners, BEENEXT, Digital Garage",Private Equity,"74,00,000",nan
+1162,20/12/2016,VivoCarat,eCommerce,Online jewellery marketplace,Mumbai,Undisclosed Investors,Seed Funding,"50,000",nan
+1163,20/12/2016,Tiyo,Consumer Internet,Doctor Search Mobile App,Kolkata,Ajith Nair,Seed Funding,N/A,nan
+1164,20/12/2016,Zoomcar,Consumer Internet,Self-Driven Cab booking platform,Bangalore,Cyber Carrier CL,Private Equity,N/A,nan
+1165,20/12/2016,BYJU\\xe2\\x80\\x99s,Consumer Internet,Online Learning platform,Bangalore,International Financial Corporation,Private Equity,"1,50,00,000",nan
+1166,21/12/2016,Supr Daily,Consumer Internet,Daily Subscription based Delivery service,Mumbai,"Dr. Apoorv Ranjan Sharma, Anil Jain, Anuj Golecha, Krishna Jhunjhunwala, Anirudh Damani",Seed Funding,N/A,nan
+1167,21/12/2016,The BlueBook,Consumer Internet,online to offline marketing platform,Bangalore,"Indian Angel Network, Let\\xe2\\x80\\x99s Venture",Seed Funding,"5,00,000",nan
+1168,21/12/2016,MamaEarth,eCommerce,Babycare Products seller,New Delhi,Fireside Ventures & Others,Seed Funding,N/A,nan
+1169,21/12/2016,Vegetall,eCommerce,Online Vegetable eTailer,Chennai,The Chennai Angels,Seed Funding,"1,62,000",nan
+1170,22/12/2016,Innoplexus,Technology,Data as a Service Provider,Pune,HCS Venture capital fund,Private Equity,N/A,nan
+1171,22/12/2016,Mindler,Consumer Internet,Career Planning & Assessment platform,New Delhi,Taxmann,Seed Funding,"3,24,000",nan
+1172,22/12/2016,MCaffeine,eCommerce,Personal care product etailer,Bangalore,"Kaushal Agarwal, Harminder Sahani, KK Mehra, Pranay Jivrajka, Navjot Saini",Seed Funding,"3,00,000",nan
+1173,23/12/2016,enKast,Technology,Cloud based CRM for Agencies,Bangalore,Ivy League Alumni Angel Network,Private Equity,"20,00,000",nan
+1174,23/12/2016,ShopKirana,eCommerce,B2B platform for Merchants & Retailers,Indore,"Incubate Fund, Lead Angels Group & Others",Private Equity,N/A,nan
+1175,23/12/2016,MyAdvo,Consumer Internet,Legal Advice Platform,New Delhi,"Pradyumna Dalmia, S. Somasegar & Others",Seed Funding,N/A,nan
+1176,23/12/2016,Asocon,Technology,Process management startup,Noida,Quarizon,Seed Funding,N/A,nan
+1177,23/12/2016,LexComply,Consumer Internet,Compliance Management Software,New Delhi,Ajay Relan,Seed Funding,N/A,nan
+1178,26/12/2016,The Postbox,eCommerce,Art & Lifestyle ECommerce Store,Chennai,"The Chennai Angels, Ritesh Mehta, Aruna Ganesh Ram",Seed Funding,N/A,nan
+1179,26/12/2016,Pandorum Technologies,Technology,3D printed experimental Human Liver tissue creator,Bangalore,"Sachin Bansal, Binny Bansal",Seed Funding,N/A,nan
+1180,26/12/2016,Dekkho,Consumer Internet,Video Streaming platform,Mumbai,undisclosed investors,Seed Funding,"12,00,000",nan
+1181,26/12/2016,Shadowfox,Logistics,On-Demand Delivery Service,Gurgaon,Eight Roads Ventures,Private Equity,"1,00,00,000",nan
+1182,27/12/2016,ShopX,eCommerce,SAAS ECommerce Retail app,Bangalore,Nandan Nilekani,Private Equity,"50,00,000",nan
+1183,28/12/2016,BookEventz,Consumer Internet,Online event-booking platform,Mumbai,"Lead Angels, Mumbai Angels, LetsVenture, Girish Mathrubootham, Anbu Pandian",Seed Funding,N/A,nan
+1184,29/12/2016,Healthifyme,Consumer Internet,Fitness Mobile App,Bangalore,NB Ventures,Private Equity,"10,00,000",nan
+1185,29/12/2016,LetsMD,Consumer Internet,Healthcare plan comparison platform,New Delhi,"WaterBridge Ventures,",Seed Funding,N/A,nan
+1186,29/12/2016,Justbooks,Consumer Internet,Library Chain Aggregator,Bangalore,CoCreate Ventures,Seed Funding,N/A,nan
+1187,30/12/2016,InstantPay,Consumer Internet,Digital payments & recharge platform,New Delhi,"RB Investments,\\xc2\\xa0 Kaleden Holdings",Private Equity,N/A,nan
+1188,01/11/2016,PickMyLaundry,Consumer Internet,On-Demand Washing & Dry Cleaning Services,New Delhi,"Kedar Lele, GHV Accelerator",Seed Funding,"2,00,000",nan
+1189,02/11/2016,FreshDesk,Consumer Internet,SAAS Based HelpDesk Services,Chennai,"Sequoia Capital India, Accel Partners",Private Equity,"5,50,00,000",nan
+1190,02/11/2016,LaundryAnna,Consumer Internet,On-Demand Washing & Dry Cleaning Services,Bangalore,Undisclosed Investors,Seed Funding,"1,50,000",nan
+1191,02/11/2016,LetsMD,Consumer Internet,Healthcare Services Comparison Platform,New Delhi,"Calcutta Angels Network, LetsVenture, Anupam Mittal, Currae Healthtech Fund",Seed Funding,N/A,nan
+1192,02/11/2016,Sattviko,Food & Beverage,Health Food Restaurant Chain,New Delhi,"Raman Roy, Ashish Gupta, Yogesh Andlay, Vaibhav Jain",Seed Funding,N/A,nan
+1193,03/11/2016,Zarget,Technology,SaaS-based web optimisation and marketing platform,Chennai,Sequoia India,Private Equity,"60,00,000",nan
+1194,03/11/2016,DoSelect,Consumer Internet,Skill Showcasing platform,Bangalore,"3one4 Capital, Mumbai Angels, Aarin Capital",Seed Funding,N/A,nan
+1195,03/11/2016,EasyPolicy,Consumer Internet,Online insurance Portal,Noida,"Unilazer Ventures,",Private Equity,"1,00,00,000",nan
+1196,04/11/2016,Browntape,Technology,cloud-based software solutions company,Goa,Gati Ltd,Private Equity,N/A,nan
+1197,04/11/2016,Connect India,Logistics,Last mile Delivery Network,Bangalore,Aavishkaar Venture Management,Private Equity,"10,00,000",nan
+1198,04/11/2016,Corseco,Technology,AI-based Software as a Service Solution provider,New Delhi,"Ameera Shah, Vivek Bhargava",Seed Funding,"1,50,000",nan
+1199,04/11/2016,vImmune,Consumer Internet,Immunisation Management Platform,Bangalore,Undisclosed investor,Seed Funding,N/A,nan
+1200,04/11/2016,The Gourmet Jar,eCommerce,Gourmet Food etailer,Noida,Chandigarh Angels Network,Seed Funding,N/A,nan
+1201,05/11/2016,Medzin,eCommerce,Online ordering & Delivery of medicines,New Delhi,A M Sikander,Seed Funding,"45,000",nan
+1202,05/11/2016,Bizongo,eCommerce,Packaging Material Marketplace,Mumbai,"IDG Ventures, Accel Partners",Private Equity,"30,00,000",nan
+1203,07/11/2016,Rivigo,Technology,Technology based Logistics platform,Gurgaon,Warburg Pincus,Private Equity,"7,50,00,000",nan
+1204,07/11/2016,JustRide,Consumer Internet,Online Car Sharing platform,Mumbai,"Justin Kan, Qasar Younis, Paul Bucche, Susa Ventures, Kima Ventures, Axan Venture, SCM Holdings",Private Equity,"30,00,000",nan
+1205,09/11/2016,IIM Jobs,Consumer Internet,Online Job Portal,New Delhi,India Quotient,Private Equity,"20,00,000",nan
+1206,09/11/2016,Square Yards,Consumer Internet,Online Property Search Portal,Gurgaon,ADAG Reliance Private Equity,Private Equity,"1,20,00,000",nan
+1207,10/11/2016,GolfLAN,Consumer Internet,Golf Session Online Bookings platform,New Delhi,"YourNest Angel Fund, iSON",Private Equity,"10,00,000",nan
+1208,10/11/2016,Yottaasys,Technology,Data Sciences platform,Bangalore,Gleevoaz Ventures,Private Equity,N/A,nan
+1209,10/11/2016,Tone Tag,Technology,Contactless Payment Solution,Bangalore,"Arun Seth, T.V. Mohandas Pai, Anand Chandrasekaran, Deepak Ghaisas",Private Equity,N/A,nan
+1210,11/11/2016,Life in Control,Consumer Internet,Online Diabetes Management platform,Gurgaon,RoundGlass Partners,Private Equity,N/A,nan
+1211,14/11/2016,Active.ai,Technology,Banking & Fintech Platform,Singapore,"Kalaari Capital, IDG Ventures India",Private Equity,"30,00,000",nan
+1212,14/11/2016,ElasticRun,Technology,Tech driven Logistic & distribution platform,Pune,"Kalaari Capital, Norwest Venture Partners",Private Equity,"20,00,000",nan
+1213,15/11/2016,NoBroker,Consumer Internet,Online Rental discovery,Bangalore,Vijay Shekhar Sharma,Seed Funding,N/A,nan
+1214,15/11/2016,Zefo,eCommerce,Used Furniture & Appliances Marketplace,Bangalore,"Sequoia India, BEENEXT, Helion Ventures",Private Equity,"60,00,000",nan
+1215,15/11/2016,PlaySimple,Technology,Mobile Gaming portal,Bangalore,"SAIF Partners, IDG Ventures India",Private Equity,"40,00,000",nan
+1216,16/11/2016,Stasis Labs,Technology,Cloud based\\xc2\\xa0 health monitoring platform,Bangalore,"RTP-HC, Wonder Ventures, Techstars Ventures & Others",Private Equity,"50,00,000",nan
+1217,17/11/2016,Scienaptic,Technology,Data Analytics platform,Bangalore,Pramod Bhasin,Seed Funding,N/A,nan
+1218,17/11/2016,Koovs,eCommerce,Fashion eTailer,New Delhi,Times of India Group & Existing investors,Private Equity,"1,35,00,000",nan
+1219,17/11/2016,Lawrato,Consumer Internet,Free Legal Advice,New Delhi,Indian Angel Network,Seed Funding,N/A,nan
+1220,17/11/2016,Trip Tap Toe,Consumer Internet,Online Travel Portal,Gurgaon,R.S Sharma,Seed Funding,N/A,nan
+1221,17/11/2016,Pictor Imaging,Consumer Internet,Product Photography Mobile App,Mumbai,Quarizon,Seed Funding,"1,47,000",nan
+1222,18/11/2016,GramCover,Finance,Insurance Marketplace for the Rural Sector,New Delhi,Omnivore Capital,Seed Funding,"10,00,000",nan
+1223,18/11/2016,AerMed,eCommerce,Online Pharmacy,Mumbai,Hitesh Windlass,Seed Funding,N/A,nan
+1224,18/11/2016,WorkIndia,Consumer Internet,Job Board for Clue Collar Jobs,Mumbai,Asuka Holdings,Seed Funding,N/A,nan
+1225,21/11/2016,Bats on delivery,Consumer Internet,"Online food, Grocery ordering & Delivery",Gurgaon,Devdeep Singh,Seed Funding,"90,000",nan
+1226,21/11/2016,numberz.in,Technology,Cash Flow Management Solution for Businesses,Gurgaon,"Kae Capital, Khosla Impact",Seed Funding,"6,50,000",nan
+1227,22/11/2016,Housing.com,Consumer Internet,Real Estate Portal,Mumbai,Softbank Group,Private Equity,"50,00,000",nan
+1228,22/11/2016,Awesummly,Consumer Internet,Short News Mobile App,Bangalore,"Vivek Bhargava, Ameera Shah",Seed Funding,"1,47,000",nan
+1229,22/11/2016,VoLT,Consumer Internet,Ed-Tech Platform,Mumbai,YMS Mobitech,Seed Funding,N/A,nan
+1230,22/11/2016,Vymo,Technology,SaaS-based predictive analytics platform,Bangalore,Sequoia India,Private Equity,"50,00,000",nan
+1231,22/11/2016,ShubhLoans,Technology,Consumer Finance & Credit Score platform,Bangalore,"Sanjai Vohra, V. Bunty Bohra",Seed Funding,N/A,nan
+1232,22/11/2016,Noddapp,Consumer Internet,App based networking platform,Mumbai,Undisclosed multiple investors,Seed Funding,"1,47,000",nan
+1233,23/11/2016,Knowlarity,Consumer Internet,Cloud Telephony Platform,Bangalore,"Delta Partners, Sequoia India,\\xc2\\xa0 Mayfield, Blacksoil, Trifecta Capital",Private Equity,"2,00,00,000",nan
+1234,23/11/2016,Infisecure,Technology,Bot Protection Solutions,Mumbai,"IDG Ventures, Axilor Ventures",Seed Funding,"6,00,000",nan
+1235,23/11/2016,Udaan,eCommerce,B2B Marketplace,Bangalore,"Lightspeed Venture Partners India, Lightspeed US",Private Equity,"1,00,00,000",nan
+1236,24/11/2016,FroyoFit,Consumer Internet,Fitness Discovery Platform,Indore,Dr. Pooja Gandhi,Seed Funding,N/A,nan
+1237,24/11/2016,Betterplace,Consumer Internet,Background Verification Services,Bangalore,Venture Highway,Seed Funding,N/A,nan
+1238,24/11/2016,ShareChat,Consumer Internet,Local Language Social Networking Platform,Mumbai,"Lightspeed India Partners, SAIF Partners, India Quotient, Venture Highway",Private Equity,"40,00,000",nan
+1239,24/11/2016,UClean,Consumer Internet,Tech Enabled Laundry Service Provider,Gurgaon,Franchise India,Private Equity,N/A,nan
+1240,24/11/2016,Servify,Consumer Internet,Personal Device Assistant App,Mumbai,"Blume Ventures, BEENEXT, Barkawi Holdings GmbH, TM Service Technology Holdings Gmbh, Sreevathsa Prabhakar",Private Equity,N/A,nan
+1241,25/11/2016,Hubilo,Consumer Internet,End-to-end Event Organizers Solutions,Ahmedabad,"Girish Mathrubootham, VC Karthic, Miten Mehta, Umasankar Nistala, Rakesh Patel, Akash Bhavsar, Jeevanandhan Rajagopal, Vikas Chadha & Others",Seed Funding,N/A,nan
+1242,25/11/2016,FunOnGo,Consumer Internet,Digital Media Content and Distribution platform,Mumbai,Reliance Entertainment,Private Equity,N/A,nan
+1243,25/11/2016,121Policy,Consumer Internet,Online Insurance Platform,Kolkata,Xelpmoc,Seed Funding,N/A,nan
+1244,26/11/2016,TapChief,Consumer Internet,Professional Expert Advice Platform,Bangalore,"Paytm, Aprameya Radhakrishna, Subramanya Venkat, Venk Krishnan",Seed Funding,N/A,nan
+1245,28/11/2016,Kloseby,Consumer Internet,proximity based\\xc2\\xa0 Rewards platform,Bangalore,Undisclosed Investor,Seed Funding,"1,00,000",nan
+1246,28/11/2016,WholeSaleBox,eCommerce,B2B Wholesale Apparel Marketplace,Jaipur,"Manish Maheshwari, Contrarian Vriddhi Fund",Private Equity,"20,00,000",nan
+1247,29/11/2016,Crossahead,Consumer Internet,Creative Artists Discovery & Booking platform,Noida,Mohit Sharma,Seed Funding,N/A,nan
+1248,29/11/2016,Affordplan,Consumer Internet,Savings platform for Medical Expenses,New Delhi,"Prime Venture Partners, Kalaari Capital",Private Equity,"30,00,000",nan
+1249,30/11/2016,HandyTrain,Consumer Internet,Mobile App for SAAS based Training,Goa,"Silver Range Investments, Lumina Datamatics, Shun Yoshida & Others",Private Equity,"10,00,000",nan
+1250,30/11/2016,ShopsUp,eCommerce,Hyperlocal Shopping App,Bangalore,"Anand Sankeshwar, Yang Shu",Seed Funding,"9,63,000",nan
+1251,30/11/2016,Indofash,eCommerce,Ethnic Indian Fashion Marketplace,Bangalore,"Shekhar Sahu, Nitesh Pant",Seed Funding,"1,50,000",nan
+1252,30/11/2016,Entropika,Technology,"AI, Machine learning Solutions",Bangalore,"Dileep Bhatt, Milind Chaudhary",Seed Funding,"2,00,000",nan
+1253,30/11/2016,MarianaIQ,Technology,AI-driven B2B marketing platform,Bangalore,Exfinity Venture Partners,Private Equity,"20,00,000",nan
+1254,30/11/2016,Chai Thela,Food & Beverage,Quick Service Restaurants,Noida,Quarizon,Seed Funding,"2,18,000",nan
+1255,30/11/2016,Interviewpad,Technology,Engineering Interview facilitation platform,Pune,Krishna Rokhale,Seed Funding,"1,00,000",nan
+1256,30/11/2016,Math Buddy,Consumer Internet,Online Math Learn,Vadodara,Menterra Social Impact Fund,Seed Funding,"4,40,000",nan
+1257,30/11/2016,Pulse,Consumer Internet,Campus Social Networking App,Bangalore,SAIF Partners,Private Equity,"5,00,000",nan
+1258,30/11/2016,MonkeyBox,Consumer Internet,Healthy Food Delivery platform,Bangalore,Blume Ventures & Others,Seed Funding,N/A,nan
+1259,30/11/2016,Carcrew.in,Consumer Internet,Online Car repair Marketplace,Mumbai,TVS Group,Seed Funding,"5,00,000",nan
+1260,03/10/2016,MeraKisan,eCommerce,Fruit & vegetable eTailer,Bangalore,Mahindra Univeg,Seed Funding,N/A,nan
+1261,03/10/2016,Mystifly,Consumer Internet,Airline Ticket Aggregator,Bangalore,Recruit Holdings,Private Equity,"50,00,000",nan
+1262,03/10/2016,HelpChat,Consumer Internet,AI Powered Content & Commerce platform,Bangalore,"American Express Ventures, Sequoia Capital",Private Equity,N/A,nan
+1263,03/10/2016,Uniphore,Technology,Speech Recognition Solutions,Chennai,"IDG Ventures, Indian Angel Network (IAN), YourNest Angel Fund",Private Equity,"20,00,000",nan
+1264,03/10/2016,World Art Community,eCommerce,Art & Craft Marketplace,Gurgaon,Viraj Tyagi & Others,Seed Funding,"2,00,000",nan
+1265,04/10/2016,Giftxoxo,eCommerce,Online Gifting platform,Bangalore,Mahindra Holidays & Resorts India Ltd,Private Equity,"4,50,000",nan
+1266,04/10/2016,Bharat Bazaar,eCommerce,Online B2B Marketplace,Mumbai,"BeeNext, TV Mohandas Pai, Kunal Shah, Sandeep Tandon",Seed Funding,N/A,nan
+1267,04/10/2016,GOQii,Consumer Internet,Health & Fitness Wearable Device,Mumbai,Ratan Tata,Private Equity,N/A,nan
+1268,04/10/2016,India Gifts Portal,eCommerce,Online Gifting platform,Noida,"Naveen Arya, Tarun Joshi",Private Equity,"20,00,000",nan
+1269,04/10/2016,Moglix,eCommerce,Industrial & Home products marketplace,Noida,"Accel Partners, Jungle Ventures, SeedPlus",Private Equity,"42,00,000",nan
+1270,04/10/2016,NetLinx,Consumer Internet,Internet Service Provider,Hyderabad,"Xchange Investors NV, TransGlobal FZC",Private Equity,"30,00,000",nan
+1271,04/10/2016,Scandid,Consumer Internet,Product Shopping Comparison App,Pune,3One4 Capital,Private Equity,N/A,nan
+1272,04/10/2016,Remitr,Consumer Internet,Foreign Currency Payments Platform,Mumbai,"Vijay Shekhar Sharma, Pravin Gandhi,\\xc2\\xa0 Smart Start Fund; Kunal Shah,\\xc2\\xa0 Sandeep Tandon, Vishal Gondal, & Others",Seed Funding,"10,00,000",nan
+1273,04/10/2016,InnerChef,Consumer Internet,Online food ordering platform,Gurgaon,"Mistletoe, M&S Partners",Private Equity,"25,00,000",nan
+1274,04/10/2016,AppsDaily,Consumer Internet,"Mobile Phone Theft, Damage Protection platform",Mumbai,"Zodius Capital, Kalaari Capital, Qualcomm Ventures, Russian venture capital fund Ru-Net, Mumbai Angels",Private Equity,"37,50,000",nan
+1275,05/10/2016,MuhurtMaza,Consumer Internet,Online Puja Booking Service,Pune,Undisclosed Investor,Seed Funding,N/A,nan
+1276,05/10/2016,Azuro,Consumer Internet,Rental Property Finder platform,Mumbai,"White Unicorn Ventures, Kae Capital, Mumbai Angels",Private Equity,N/A,nan
+1277,05/10/2016,NeuroSynaptic,Technology,Remote Healthcare Delivery Solutions,Bangalore,"Indian Angel Network, Healthsquad, Axilor Ventures",Private Equity,N/A,nan
+1278,05/10/2016,UE LifeSciences,Technology,Mobile Health Technology Solutions,Mumbai,"Kiran Mazumdar-Shaw, Unitus Seed Fund",Private Equity,"12,00,000",nan
+1279,06/10/2016,FindmeaShoe,Consumer Internet,Footwear Recommendation App,Bangalore,Ventureast Fund Advisors,Seed Funding,N/A,nan
+1280,06/10/2016,RealBox,Technology,Data Sciences Platform,Noida,Hyderabad Angels,Seed Funding,"3,00,000",nan
+1281,06/10/2016,Sportido,Consumer Internet,Sports Discovery platform,Noida,Sumpoorna Group,Seed Funding,N/A,nan
+1282,06/10/2016,GoZefo,eCommerce,Used Furniture & Appliances Marketplace,Bangalore,"Helion Venture Partners, BeeNext",Private Equity,"10,50,000",nan
+1283,07/10/2016,RayIOT,Technology,Baby Monitoring Devices manufacturer,Bangalore,HAX Accelerator,Seed Funding,"1,00,000",nan
+1284,07/10/2016,KOOH Sports,Technology,Sports Training & Technology,Mumbai,"HDFC, Faering Capital, Elevate Sports",Private Equity,"22,00,000",nan
+1285,07/10/2016,Flexiloans,Consumer Internet,Online Funds Raising Platform,Mumbai,"Sanjay Nayar, Vikram Sud, Anil Jaggia, Narayan Seshadri",Private Equity,"1,50,00,000",nan
+1286,07/10/2016,Sibia Analytics,Technology,Marketing & Customer Analytics Solutions,Kolkata,Radhakrishnan Natarajan & Others,Seed Funding,N/A,nan
+1287,10/10/2016,Vithi.com,eCommerce,Online Hair Extension etailer,New Delhi,undisclosed investor,Seed Funding,"3,75,000",nan
+1288,11/10/2016,Yupp TV,Consumer Internet,Internet-based TV streaming service provider,Bangalore,Emerald Media,Private Equity,"5,00,00,000",nan
+1289,11/10/2016,Deyor Camps,Consumer Internet,Branded Camping location Aggregator,Gurgaon,"Nitin Passi, Manickam Mahalingam, Udaan Angels, Rajesh Arora, Arkas Industries",Seed Funding,"5,00,000",nan
+1290,12/10/2016,ZipLoan,Consumer Internet,online lending platform,New Delhi,"GrowX Ventures, Sunil Kalra, Arun Venkatachalam,\\xc2\\xa0 Badal Malick",Seed Funding,N/A,nan
+1291,13/10/2016,FabAlley,ecommerce,online fashion brand store,Noida,"India Quotient, FAO Ventures, Indian Angel Network, Tushar Singh, Ranjan Sharma",Private Equity,"20,00,000",nan
+1292,13/10/2016,Shoekonnect,eCommerce,B2B Marketplace for Shoes,Agra,Indian Angel Network,Seed Funding,N/A,nan
+1293,13/10/2016,Maya,Consumer Internet,Womens Health Tracker App,Bangalore,Rajan Anandan,Seed Funding,N/A,nan
+1294,13/10/2016,RoboVac,Technology,waterless car washing solution,Ahmedabad,Virendra Patel,Seed Funding,"4,50,000",nan
+1295,14/10/2016,Newspatrolling,Consumer Internet,Online News portal,New Delhi,Undisclosed,Seed Funding,"25,000",nan
+1296,14/10/2016,Postman,Consumer Internet,API Platform,Bangalore,Nexus Venture Partners,Private Equity,"70,00,000",nan
+1297,14/10/2016,ISFC,Finance,Education Sector Lending,Hyderabad,Gray Matters Capital,Private Equity,"60,00,000",nan
+1298,14/10/2016,BeatRoute,Technology,SAAS based mobile application platform,Gurgaon,Quarizon Consultancy Services LLP,Seed Funding,N/A,nan
+1299,14/10/2016,Kidsstoppress,Consumer Internet,Parenting and Baby care Platform,Mumbai,Karan Bhagat,Seed Funding,N/A,nan
+1300,14/10/2016,Innov8,Consumer Internet,Co-Working Spaces aggregator,Bangalore,Punit Soni,Seed Funding,N/A,nan
+1301,15/10/2016,DailyHunt,Consumer Internet,Vernacular content mobile app,Bangalore,"ByteDance, Arun Sarin, Matrix Partners, Sequoia Capital India, Omidyar Network,\\xc2\\xa0 Falcon Edge",Private Equity,"2,50,00,000",nan
+1302,15/10/2016,Tazzo Bikes,Consumer Internet,Motorbike rental platform,Hyderabad,DSG Consumer Partners,Seed Funding,"2,27,000",nan
+1303,15/10/2016,MyKindofJob,Consumer Internet,Internet & Fresher Job platform,Mumbai,"Mayank Shah, Shreyans Shah",Seed Funding,"10,00,000",nan
+1304,17/10/2016,Trilyo,Technology,B2B SAAS based product,Bangalore,"Vishnu Bhat, Rajiv Lunkad, Naresh Ravindranath",Seed Funding,N/A,nan
+1305,17/10/2016,Rooter,Consumer Internet,Sports Social Network mobile app,New Delhi,"Boman Irani, Dhruv Chitgopekar, Prantik Dasgupta",Seed Funding,N/A,nan
+1306,17/10/2016,Yumigo,Consumer Internet,App based Travel Discovery and Transactions platform,Gurgaon,Hemant Sahni,Seed Funding,"3,00,000",nan
+1307,17/10/2016,Rentalpha,Others,equipment rental and leasing company,Mumbai,Bravia Capital,Private Equity,"1,60,00,000",nan
+1308,18/10/2016,3Dexter,Technology,3D Printing Solutions for Edu space,New Delhi,Newbie Promoters,Seed Funding,"1,50,000",nan
+1309,18/10/2016,BabyChakra,Consumer Internet,Parenting and Child Care portal,Mumbai,RoundGlass Partners,Private Equity,N/A,nan
+1310,18/10/2016,Coppre,eCommerce,Copper based items etailer,Pune,Ganesh Natarajan,Seed Funding,N/A,nan
+1311,18/10/2016,MySUN,Technology,Solar Energy harnessing products marketplace,Noida,General Catalyst Partners,Private Equity,"25,00,000",nan
+1312,18/10/2016,ePathsala,Technology,Cloud based ERP for Accreditation & ICT,Bangalore,"Hyderabad Angels, TLabs",Seed Funding,N/A,nan
+1313,19/10/2016,Furlenco,Consumer Internet,Online Furniture Rental platform,Bangalore,"Lightbox Ventures, Axis Capital & Others",Private Equity,"3,00,00,000",nan
+1314,19/10/2016,Fisdom,Consumer Internet,Personal Wealth Management Platform & App,Bangalore,"Saama Capital, Raghunandan G, Aprameya Radhakrishna",Private Equity,"11,00,000",nan
+1315,19/10/2016,Actofit,Technology,Wearable Technology platform & devices,Mumbai,Next Orbit Ventures Fund,Private Equity,"7,50,000",nan
+1316,20/10/2016,Stayology,Consumer Internet,Stay & Travel related services,Bangalore,Ranjan Pai,Seed Funding,N/A,nan
+1317,20/10/2016,Hipcask,Consumer Internet,Alcoholic beverage discovery platform,Mumbai,Mobikon,Seed Funding,N/A,nan
+1318,20/10/2016,RailYatri,Consumer Internet,Train Travel Info mobile app,Noida,"Helion Ventures, Blume ventures",Private Equity,N/A,nan
+1319,21/10/2016,ChatOnGo,Consumer Internet,Hyperlocal\\xc2\\xa0 Communication Mobile app,Mumbai,Janak Jain,Seed Funding,"3,00,000",nan
+1320,23/10/2016,WOTU,eCommerce,B2B Marketplace for traders,Bangalore,KAE capital,Seed Funding,N/A,nan
+1321,24/10/2016,Healthians,Consumer Internet,Health Test Discovery & Ordering service,Gurgaon,BEENEXT,Private Equity,"30,00,000",nan
+1322,24/10/2016,Box8,Consumer Internet,Online Food Ordering platform/App,Mumbai,"IIFL Seed Ventures Fund, Mayfield Ventures",Private Equity,"75,00,000",nan
+1323,25/10/2016,Kredx,eCommerce,Invoice discounting marketplace,Bangalore,Sequoia Capital,Private Equity,"60,00,000",nan
+1324,25/10/2016,CreditMate,Consumer Internet,Credit Report Info platform,Mumbai,India Quotient,Seed Funding,"5,00,000",nan
+1325,25/10/2016,Pickrr,Technology,Courier Logistics & Order management Solutions,New Delhi,Swastika Company Ltd,Seed Funding,N/A,nan
+1326,25/10/2016,SatvaKart,eCommerce,Online Grocery Etailer,Gurgaon,Nimit Panigrahi,Seed Funding,N/A,nan
+1327,25/10/2016,SooperMO,Technology,Android utility app suite creator,Gurgaon,Lalit Vase,Seed Funding,"1,00,000",nan
+1328,26/10/2016,OrangeTwig,Consumer Internet,Social Media Marketing platform,New Delhi,Undisclosed investor,Seed Funding,"10,00,000",nan
+1329,26/10/2016,Wooplr,Consumer Internet,Fashion Discovery App,Bangalore,"Astarc Ventures, Anand Chandrasekaran",Seed Funding,N/A,nan
+1330,26/10/2016,The Kettlery,eCommerce,Online Tea Etailer,Ahmedabad,"hooting Starts Sports LLP, Franchise India Brands",Private Equity,"10,00,000",nan
+1331,27/10/2016,Idea Bubbles,Consumer Internet,Doctor Consulting platform,Bangalore,"1Crowd, Eureka Forbes Ltd, Shapoorji Pallonji & Co. Ltd.",Private Equity,"7,00,000",nan
+1332,27/10/2016,FR8,Technology,Truck Fleet Operation platform,Chennai,Omnivore Partners,Private Equity,"9,71,000",nan
+1333,27/10/2016,Ather Energy,Technology,Electric Vehicle Manufacturer,Bangalore,Hero MotoCorp,Private Equity,"2,70,00,000",nan
+1334,28/10/2016,Pikkol,Logistics,Relocation Service provider,Bangalore,"Ajay Nanavati, Afsal Salu",Seed Funding,N/A,nan
+1335,29/10/2016,Velmenni,Technology,LiFi based wireless communication provider,New Delhi,Kalaari Capital,Seed Funding,"1,00,000",nan
+1336,29/10/2016,Volta Motors,Technology,Electric Bike Manufacturer,Chennai,Kalaari Capital,Seed Funding,"1,00,000",nan
+1337,29/10/2016,Cyclops,Technology,Clinical and Wearable Diagnostic Product creator,Bangalore,Kalaari Capital,Seed Funding,"1,00,000",nan
+1338,30/10/2016,Impact Analytics,Technology,Business intelligence and data science Startup,Bangalore,"Aarin Capital, Michael Herzig, Ashish Lakhanpal",Private Equity,"7,50,000",nan
+1339,31/10/2016,Talent Next,Consumer Internet,Talent Discovery & Audition management platform,Mumbai,Karanpal Singh & Others,Seed Funding,"10,00,000",nan
+1340,01/09/2016,Mad Street Den,Technology,Artificial Intelligence platform,Chennai,"Sequoia India, Exfinity Ventures, growX ventures,",Private Equity,N/A,nan
+1341,01/09/2016,Mihup,Technology,Personal Digital Assistant,Kolkata,Accel Partners,Private Equity,"67,00,000",nan
+1342,01/09/2016,Renowala,eCommerce,Home Improvement Marketplace,Hyderabad,Pradeep Dhobale,Seed Funding,N/A,nan
+1343,01/09/2016,Lucideus,Technology,IT Risk Assessment and Digital Security Services provider.,New Delhi,Amit Choudhary,Seed Funding,N/A,nan
+1344,04/09/2016,Trackbizz,Technology,Field Force Automation System,Kochi,Grasshoppers,Private Equity,N/A,nan
+1345,05/09/2016,Social Quotient,Technology,Platform for Social Causes,Mumbai,"Anita Dongre, Yash Dongre, Milind Sarwate",Seed Funding,N/A,nan
+1346,05/09/2016,Stalk Buy Love,eCommerce,Fashion Apparel eTailer,New Delhi,William Bissel,Seed Funding,N/A,nan
+1347,06/09/2016,eShakti,eCommerce,Women\xe2\x80\x99s Fashion Apparel eTailer,Chennai,"Infina Finance Pvt. Ltd, Uday Kotak",Private Equity,"13,50,000",nan
+1348,06/09/2016,CheersOye!,Consumer Internet,Online Gift Vouchers platform,Mumbai,Undisclosed Investors,Seed Funding,"5,00,000",nan
+1349,06/09/2016,Lenskart,eCommerce,Online Eyewear eTailer,New Delhi,PremjiInvest,Private Equity,N/A,nan
+1350,06/09/2016,BigStylist,Consumer Internet,Hyperlocal doorstep Beauty Services provider,Mumbai,Info Edge (India) Ltd,Private Equity,"9,00,000",nan
+1351,07/09/2016,Zilingo,eCommerce,Online Fashion Retailer,Bangalore/ Bangkok,"Venturra Capital, Sequoia India, Susquehanna International Group.\\xc2\\xa0 Wavemaker Partners, Beenext, Beenos, Digital Garage",Private Equity,"80,00,000",nan
+1352,07/09/2016,Alternacare,Consumer Internet,Online Doctor Consulting platform,New Delhi,Eros Labs,Seed Funding,"5,00,000",nan
+1353,07/09/2016,Simplilearn,Education,Online Certification programs,Bangalore,InnoVen Capital India,Private Equity,"60,00,000",nan
+1354,07/09/2016,Prozo,eCommerce,Study Material Marketplace,Gurgaon,"Earlsfield Capital, Sailender Solanki, Rajiv Solanki",Seed Funding,"3,15,000",nan
+1355,08/09/2016,TopRankers,Education,Online Test Preparation platform,Bangalore,"CareerNet Consulting Pvt. Ltd, Ideation Initiative Pvt. Ltd,",Seed Funding,"6,70,000",nan
+1356,08/09/2016,BuildTraders,eCommerce,Online Construction Materials Marketplace,Bangalore,Idein Ventures,Seed Funding,"2,00,000",nan
+1357,09/09/2016,Byju\\xe2\\x80\\x99s,Education,Online Learning App,Bangalore,"Chan Zuckerberg Initiative, Times Internet Ltd, Sequoia Capital, Sofina, Lightspeed Ventures",Private Equity,"5,00,00,000",nan
+1358,09/09/2016,NoBroker,Consumer Internet,Online Home Rental platform,Bangalore,Anand Chandrasekaran,Seed Funding,N/A,nan
+1359,10/09/2016,Freshboxx,eCommerce,Fruits & vegetable eTailer,Hubli,Ravi Linganuri,Seed Funding,N/A,nan
+1360,10/09/2016,CureInstant,Consumer Internet,Social Health Networking Platform,New Delhi,Dr. Rameshwar Kumar,Seed Funding,"1,50,000",nan
+1361,10/09/2016,Poshtic,Consumer Internet,Online health & Wellness platform,Noida,"havya Sharma, Amit Nagar",Seed Funding,"4,50,000",nan
+1362,10/09/2016,KarmaCircles,Consumer Internet,Peer-to-peer Social Learning platform,New Delhi,"Harinder Takhar, Zain Raj, Dr. Prasad Kaipa, Abaran Deep, Aseem Sood, Mustafa Patni",Seed Funding,N/A,nan
+1363,12/09/2016,Purple Style Labs,Consumer Internet,Personal Styling Online platform,Mumbai,"Augment Ventures, Rahul Kayan, Nikhil Golcha, Shubham Gupta, Roy Kwan",Seed Funding,"4,48,000",nan
+1364,12/09/2016,Inuxu,Technology,Online Advertising Solutions,Pune,Fork Media,Private Equity,"30,00,000",nan
+1365,12/09/2016,Nykaa,eCommerce,Online Beauty products eTailer,Mumbai,"Sunil Munjal, Mariwala family",Private Equity,"1,23,00,000",nan
+1366,12/09/2016,Glam Studios,Consumer Internet,Beauty Salon Aggregator,Noida,"Pradeep Mirani, Aqeel Ahmed, Anand Ladsariya, Nitin Agarwal",Seed Funding,"3,00,000",nan
+1367,13/09/2016,Findow,Consumer Internet,Fashion Discovery Mobile app,Bangalore,Raj Singh Bhandal,Seed Funding,N/A,nan
+1368,13/09/2016,IdeaChakki,Consumer Internet,Restaurant Menu & Food mobile app,Delhi,Ratan Tata,Seed Funding,N/A,nan
+1369,13/09/2016,ShoeKonnect,eCommerce,Footwear & Leather B2B App,Agra,Indian Angels Network,Seed Funding,N/A,nan
+1370,13/09/2016,NearBuy,Consumer Internet,Online Deals & Discount platform,Gurgaon,BlackSoil Capital Pvt. Ltd.,Private Equity,"25,00,000",nan
+1371,14/09/2016,ZeroInfy,Consumer Internet,Online Video Lectures platform,Kolkata,Calcutta Angels Network,Seed Funding,N/A,nan
+1372,14/09/2016,Flocareer,Consumer Internet,Jobs & Skill Validation platform,Bangalore,"Balasubramanian Krishnamurthy, Sidhartha Hazarika & Others",Seed Funding,"1,50,000",nan
+1373,14/09/2016,LensPick,eCommerce,eyewear eTailer,Bangalore,Scadea Solutions Inc,Private Equity,N/A,nan
+1374,15/09/2016,infeedo,Consumer Internet,Employee engagement platform,Gurgaon,"Dheeraj Jain, Palash Jain, Anupam Mittal, Ameera Shah,\\xc2\\xa0 Vivek Bhargava, Rahul Singh, Ambarish Gupta,",Seed Funding,"2,00,000",nan
+1375,15/09/2016,Furlenco,eCommerce,Online furniture rental startup,Bangalore,Lightbox Ventures and others,Private Equity,"50,00,000",nan
+1376,15/09/2016,GoPigeon,Consumer Internet,on-demand logistics service provider,Bangalore,Nexus Venture Partners,Private Equity,"15,00,000",nan
+1377,16/09/2016,NewsDistill,Consumer Internet,City based News Aggregator App,Hyderabad,"Ganesh Narasimhan, Ramana Thumu, Sudhir Mallem",Seed Funding,"1,00,000",nan
+1378,16/09/2016,DoctorInsta,Consumer Internet,Online Doctor Consultations,Gurgaon,RoundGlass Partners,Private Equity,"10,00,000",nan
+1379,19/09/2016,Milofy,Consumer Internet,Couple Socialization App,Bangalore,Accel Partners,Seed Funding,"7,50,000",nan
+1380,19/09/2016,Liqvid,Technology,Integrated eLearning content solutions,New Delhi,Gray Matters Capital,Private Equity,N/A,nan
+1381,19/09/2016,Swiggy,Consumer Internet,Online Food Ordering & Delivery,Bangalore,Bessemer Venture Partners,Private Equity,"1,50,00,000",nan
+1382,20/09/2016,Codemojo,Consumer Internet,Customer Engagement Platform,Bangalore,CIO Angel Network,Seed Funding,N/A,nan
+1383,20/09/2016,JustLikeNew,eCommerce,Online gadget Repair Services Marketplace,Hyderabad,LetsVenture,Seed Funding,"5,00,000",nan
+1384,20/09/2016,JoeHukum,Technology,Enterprise customer engagement solutions,New Delhi,Sumit Jain,Seed Funding,N/A,nan
+1385,21/09/2016,Co Life,Consumer Internet,shared living and working spaces platform,Bangalore,Undisclosed Investors,Seed Funding,"10,00,000",nan
+1386,21/09/2016,PurpleDocs,Consumer Internet,Electronic Health care records platform,Vadodara,"KellyGamma, Lead Angels & Others",Seed Funding,N/A,nan
+1387,21/09/2016,Pepperfry,eCommerce,Furniture eTailer,Mumbai,"Goldman Sachs Group, Zodius Technology Fund, Norwest Venture Partners, Bertelsmann India",Private Equity,"3,13,00,000",nan
+1388,21/09/2016,eQuickies,eCommerce,Online Book etailer,Ahmedabad,Lothal Angel Ventures,Seed Funding,"2,98,000",nan
+1389,21/09/2016,Khel Now,Consumer Internet,Mobile-based social networking platform,New Delhi,Anglian Omega Network,Seed Funding,"3,50,000",nan
+1390,22/09/2016,Gadgetwood,Consumer Internet,On-Demand Gadget repair services platform,New Delhi,Carpediem Capital,Private Equity,"60,00,000",nan
+1391,22/09/2016,DailyRounds,Consumer Internet,Mobile App for Doctors,Bangalore,"Accel Partners, Beenext, Powerhouse Ventures, Akusa Holdings",Private Equity,N/A,nan
+1392,22/09/2016,Flixy Games,Technology,Mobile Game Publisher for Indian audience,Bangalore,Rebright Partners,Seed Funding,"4,25,000",nan
+1393,22/09/2016,HashTaag,Technology,Mobile App Development company,Bangalore,Undisclosed investors,Seed Funding,"10,00,000",nan
+1394,22/09/2016,PharmaRack,Technology,SAAS application for Pharma Industry,Pune,"Currae Healthtech Fund, Unicorn India Ventures",Private Equity,"7,45,000",nan
+1395,23/09/2016,\\xc2\\xa0CloudCherry,Technology,CRM SAAS Platform,Chennai,"Vertex Ventures, Cisco Ventures, IDG Ventures",Private Equity,"60,00,000",nan
+1396,23/09/2016,Parentlane,Consumer Internet,Social Platform for babycare and parenting,Bangalore,Rohit MA,Seed Funding,N/A,nan
+1397,23/09/2016,First Moms Club,Consumer Internet,Social Network for Mothers,Mumbai,Idea Wave Labs,Seed Funding,N/A,nan
+1398,23/09/2016,inMotion,Technology,Financial platform for daily wage earning communities,Noida,"Prashant Tandon, Gaurav Agarwal, Gaurav Bhogle, Shrishti Sahu, Shantanu Mathur, Prabhat Aggarwal",Seed Funding,N/A,nan
+1399,26/09/2016,Let\xe2\x80\x99s Barter,Consumer Internet,Goods & Services Barter Platform,New Delhi,Scale Ventures Funds,Seed Funding,N/A,nan
+1400,26/09/2016,EvenGini,Consumer Internet,Event Registration and Ticketing platform,Chennai,Procam International Pvt. Ltd,Private Equity,N/A,nan
+1401,27/09/2016,TinyStep,Consumer Internet,Parenting Network Platform,Bangalore,Flipkart Logistics Pvt. Ltd,Private Equity,"15,80,000",nan
+1402,27/09/2016,Canvs,Consumer Internet,Community Platform for Artists and Designers,Mumbai,Pratik Seal,Seed Funding,N/A,nan
+1403,28/09/2016,Beardo,eCommerce,Mens Grooming products etailer,Ahmedabad,Venture Catalysts,Seed Funding,"5,00,000",nan
+1404,28/09/2016,Instacar,Consumer Internet,Out-Station Taxi Rental Platform,Indore,Swastika Co Ltd.,Seed Funding,"10,00,000",nan
+1405,28/09/2016,Celes Care,Consumer Internet,Virtual Health Clinic for Women,Hyderabad,Endiya Partners,Seed Funding,"10,00,000",nan
+1406,28/09/2016,Druva,Technology,Cloud Based Data Protection Solution,Pune,"Sequoia India, EDBI, Blue Cloud Ventures, Hercules Capital",Private Equity,"5,10,00,000",nan
+1407,29/09/2016,Promon,eCommerce,Local Commerce Platform,New Delhi,Now Capital,Seed Funding,"1,80,000",nan
+1408,29/09/2016,Fastudent,eCommerce,Education eCommerce platform,Noida,"Kanwaljit Singh, Ajay Lakhotia, Pavan Ongole, Ashish Gupta",Seed Funding,N/A,nan
+1409,29/09/2016,Unocoin,Consumer Internet,Bitcoin Wallet,Bangalore,"Blume Ventures, Mumbai Angels, ah! Ventures, Digital Currency Group, Boost VC, Bank to the Future and Funders Club",Private Equity,"15,00,000",nan
+1410,30/09/2016,Demyto,Consumer Internet,Vehicle maintenance Services platform,Pune,Deepak Nathani,Seed Funding,N/A,nan
+1411,30/09/2016,Zeta,Technology,Enterprise Cloud Solutions,Mumbai,Bhavin Turakhia,Private Equity,"1,90,00,000",nan
+1412,30/09/2016,Kalaage,Consumer Internet,Social Networking Platform for Writers,Jaipur,Rajasthan Angel Innovators Network,Seed Funding,N/A,nan
+1413,01/08/2016,HealthKart,eCommerce,Online Pharmacy & Health Marketplace,Gurgaon,"Sequoia Capital India, Omidyar Network, Kae Capital",Private Equity,"1,20,00,000",nan
+1414,01/08/2016,Medinfi,Consumer Internet,Doctor & Clinic\\xc2\\xa0 Discovery Platform,Bangalore,"Mudit Saxena, Evan Lim",Seed Funding,"2,00,000",nan
+1415,01/08/2016,RepairEasy,Consumer Internet,Gadget Repair Services Platform,Pune,Undisclosed HNIs,Seed Funding,"2,75,000",nan
+1416,01/08/2016,Voonik,eCommerce,Online Women\\xe2\\x80\\x99s Fashion Marketplace,Bangalore,InnoVen Capital,Private Equity,"30,00,000",nan
+1417,01/08/2016,Tokri,Consumer Internet,Hyperlocal Grocery Delivery platform,Pune,Syska LED group,Private Equity,"25,00,000",nan
+1418,02/08/2016,Sheroes,Consumer Internet,Online Job and Career Platform for Women,Noida,"Lumis Partners, The HR Fund, Rajul Garg, Quintillion Media",Private Equity,"18,00,000",nan
+1419,02/08/2016,Daily Ninja,Consumer Internet,Hyperlocal daily needs Products delivery platform,Bangalore,"Venk Krishnan, Aprameya Radhakrishna, Anupam Mittal, Kunal Shah, Tracxn Labs, Subramanya SV, Ravi Garkipati",Seed Funding,N/A,nan
+1420,02/08/2016,Yumlane,Food & Beverage,Retail Food & Snack Offline centres,Mumbai,"Binny Bansal, Anupam Mittal, Sachin Bhatia, Darius Pandole, Kunal Khattar, Dheerag Jain",Seed Funding,"10,00,000",nan
+1421,03/08/2016,Xcode,Healthcare,Personal Genomics,Chennai,RoundGlass Partners,Private Equity,N/A,nan
+1422,03/08/2016,ExtraCarbon,Consumer Internet,Waste Recycle Management platform,Gurgaon,Brand Capital,Seed Funding,"2,25,000",nan
+1423,03/08/2016,FlickBay,Consumer Internet,Mobile Based Bollywood Discovery platform,Mumbai,Paul Roy,Seed Funding,"8,90,000",nan
+1424,04/08/2016,Petoo,Consumer Internet,Food Delivery Platform,Bangalore,Existing Investors,Seed Funding,"5,00,000",nan
+1425,04/08/2016,lehlehsports,Others,Sports Arena discovery,New Delhi,Anglian Omega Network,Seed Funding,N/A,nan
+1426,05/08/2016,Tricog,Healthcare,Healthcare Analytics Platform,Bangalore,"Inventus Capital Partners, Blume Ventures & Others",Private Equity,N/A,nan
+1427,06/08/2016,VST Travels,Technology,Travel Ticket Booking Software,Kerala,Promatus Group,Seed Funding,"27,000",nan
+1428,08/08/2016,AdPushUp,Technology,Ad optimization Platform,New Delhi,"Geniee, Inc, Purvi Capital",Private Equity,N/A,nan
+1429,08/08/2016,Wefly Indoor Skydiving,Others,Indoor Skydiving Sports Provider,Mumbai,Swastika Company Ltd.,Seed Funding,"40,000",nan
+1430,08/08/2016,Mojarto,eCommerce,"Original Art, Digital Prints etailer",Gurgaon,Undisclosed Investors,Seed Funding,"4,45,000",nan
+1431,08/08/2016,Zipgrid,Consumer Internet,Community services platform,Mumbai,1Crowd (through crowd funding),Seed Funding,"2,00,000",nan
+1432,09/08/2016,MobiDent,Healthcare,Dental Protection Solution,Bangalore,Centre for Innovation Incubation and Entrepreneurship (CIIE),Seed Funding,N/A,nan
+1433,09/08/2016,Zeolr/RespirON,Technology,Healthcare related IoT platform,New Delhi,Centre for Innovation Incubation and Entrepreneurship (CIIE),Seed Funding,N/A,nan
+1434,10/08/2016,Vebbler,Consumer Internet,Photo Sharing Mobile App,Bangalore,"Anupam Mittal, Sharad Sharma & 14 others",Seed Funding,"5,00,000",nan
+1435,10/08/2016,Bombay Shaving Company,eCommerce,Men\\xe2\\x80\\x99s Grooming Product etailer,New Delhi,"Noshir Kaka, Subramanian Ramadorai, Kiran Deshpande, Pankaj Gupta, Ravi Nigam & Others",Seed Funding,"6,00,000",nan
+1436,11/08/2016,Travelyaari,Consumer Internet,Online ticket booking platform,Bangalore,"Gujarat Venture Finance Limited (GVFL), Bennett Coleman & Co. Ltd",Private Equity,"70,00,000",nan
+1437,11/08/2016,91SpringBoard,Consumer Internet,Co-Working Spaces Discovery & Booking platform,Mumbai,"Khattar Holdings, ThirtyThree Investments, Soumitra Sharma, Deepak Sharma, Sumit Dayal and others",Private Equity,N/A,nan
+1438,11/08/2016,Genextstudents,Consumer Internet,Online Tutoring Service provider,Mumbai,1Crowd (through crowdfunding),Seed Funding,"2,09,000",nan
+1439,11/08/2016,Zenoti,Technology,Cloud Based Software Solutions Provider,Hyderabad,"Norwest Venture Partners, Accel India",Private Equity,"1,50,00,000",nan
+1440,12/08/2016,Crofarm,Technology,Agri-Tech supply chain Solution provider,Gurgaon,"Mukul Singhal, Rohit Jain, Himanshu Aggrawal, Sunil Goyal Ashish Gupta,",Private Equity,"15,00,000",nan
+1441,12/08/2016,Faircent.com,Consumer Internet,peer-to-peer lending platform,Gurgaon,Brand Capital,Private Equity,"15,00,000",nan
+1442,12/08/2016,Innovaccer,Technology,Integrated Enterprise Analytics Platform,Noida,Westbridge Capital Partners,Private Equity,"1,56,00,000",nan
+1443,12/08/2016,Cuberoot,Technology,Data Analytics & Audience Management Platform,Gurgaon,Undisclosed Investors,Seed Funding,"5,00,000",nan
+1444,12/08/2016,Funcastic,Consumer Internet,B2C vernacular podcast aggregator platform,New Delhi,"HT Media Ltd, North Base Media",Seed Funding,N/A,nan
+1445,15/08/2016,Buttercups,ECommerce,Women Intimate Wear eTailer,Bangalore,"Anand Chandrasekaran, Kanwaljit Singh, Manoj Varghese",Seed Funding,N/A,nan
+1446,16/08/2016,Zappfresh,ECommerce,Raw Meat Products eTailer,Gurgaon,Ashvin Chadha,Seed Funding,N/A,nan
+1447,16/08/2016,OyoRooms,Consumer Internet,Budget Hotels Aggregator,New Delhi,SoftBank Group,Private Equity,"6,20,00,000",nan
+1448,16/08/2016,Hike,Consumer Internet,Mobile Messaging App,New Delhi,"Tencent Holdings, Foxconn Technology Group, Tiger Global, SoftBank Group, Bharti Enterprises",Private Equity,"17,50,00,000",nan
+1449,16/08/2016,Joolz,eCommerce,Online Jewellery Store,Mumbai,"Powerhouse Ventures, M&S Partners",Private Equity,"5,00,000",nan
+1450,16/08/2016,SaleBhai,eCommerce,"Sweets, Dry Fruits & Handicrafts etailer",Ahmedabad,Brand Capital,Private Equity,"15,00,000",nan
+1451,16/08/2016,Makkajai,Technology,Online & Mobile learning for kids,Pune,"Anand Chandrasekaran, Ananth Narayanan, Mekin Maheshwari, Ravi Garikipati, Divyesh Shah, Swastika Company Ltd",Seed Funding,"2,50,000",nan
+1452,16/08/2016,Gradopedia,Consumer Internet,Career progression Portal,Mumbai,Undisclosed Dubai based HNIs,Seed Funding,N/A,nan
+1453,17/08/2016,MaalGaadi,Logistics,Online Logistics Marketplace,Indore,"Swan Angel Network,Sachin Khandelwal and others",Seed Funding,"3,75,000",nan
+1454,17/08/2016,ZiPi,Technology,Mobile Chatbot App,Bangalore,Swan Angel Network,Seed Funding,N/A,nan
+1455,17/08/2016,Appknox,Technology,Mobile security solutions,Bangalore,"SeedPlus, Infocomm Investments, Accel Partners RNT Associates",Private Equity,"6,75,000",nan
+1456,17/08/2016,Pikkol,Logistics,Packers & Movers,Bangalore,Indian Angel Network,Seed Funding,N/A,nan
+1457,18/08/2016,Meesho,eCommerce,Mobile based eCommerce SAAS platform,Bangalore,"Kashyap Deorah, Rajul Garg, Maninder Gulati",Seed Funding,N/A,nan
+1458,18/08/2016,Sesame Software,Technology,Financial Technology Solutions Provider,Kozhikode,Speridian Technologies,Private Equity,N/A,nan
+1459,19/08/2016,Quikr,Consumer Internet,Classified Listings platform,Mumbai,Brand Capital,Private Equity,"2,00,00,000",nan
+1460,19/08/2016,Digio,Technology,Aadhar based Document Signing platform,Bangalore,Rainmatter,Private Equity,"3,75,000",nan
+1461,19/08/2016,Ziffity,Technology,Full Service Ecommerce Agency,Chennai,Aspire Systems,Private Equity,N/A,nan
+1462,22/08/2016,Zzungry,Consumer Internet,Food Delivery platform,Bangalore,"Satish Vasudeva, Madhusudhan Jujare & Others",Seed Funding,N/A,nan
+1463,22/08/2016,Puro Wellness,healthcare,"Organic,\\xc2\\xa0 Natural\\xc2\\xa0 Food substitute manufacturer",Mumbai,Torrent Group,Private Equity,"3,70,00,000",nan
+1464,22/08/2016,Fitternity,Consumer Internet,Fitness Gym & Services Discovery platform,Mumbai,"Saha Fund, Exfinity Venture Partners & Others",Private Equity,N/A,nan
+1465,23/08/2016,TAC Security,Technology,Cyber-Security Solutions Provider,New Delhi,Vijay Kedia,Seed Funding,N/A,nan
+1466,23/08/2016,Notesgen,Consumer Internet,Online Notes Sharing Portal,New Delhi,"Riju Gupta, Kamal Chabra",Seed Funding,"1,00,000",nan
+1467,23/08/2016,NearU,Consumer Internet,Marketing app for retailers,Mumbai,Dr. Goutam Challagalla,Seed Funding,N/A,nan
+1468,23/08/2016,Octo.ai,Technology,Artificial Intelligence based marketing platform,New Delhi,"Outbox Ventures, Jaspreet Bindra, Arjun Malhotra, Rohan Malhotra, Sidharth Rao, Rakesh Agrawal",Seed Funding,"2,00,000",nan
+1469,24/08/2016,ShaadiSaga,Consumer Internet,Wedding Website Creator,New Delhi,"ah! Ventures, Anupam Mittal, Kunal Shah, Sandeep Tandon, Dheeraj Jain, Rohit Chokhani",Seed Funding,N/A,nan
+1470,24/08/2016,UnaAcademy,Consumer Internet,Free Interactive education platform,Bangalore,"Blume Ventures, Sachin Bansal, Vijay Shekhar Sharma, Binny Bansal,\\xc2\\xa0 Kunal Shah, Sandeep Tandon, Ashish Tulsian",Private Equity,"10,00,000",nan
+1471,24/08/2016,Advenio,Technology,Clinical Imaging Solution Provider,Chandigarh,Kalaari Capital,Seed Funding,"1,00,000",nan
+1472,24/08/2016,Guarented,eCommerce,Home Furnishing rental marketplace,Bangalore,Kalaari Capital,Seed Funding,"5,00,000",nan
+1473,24/08/2016,Beyond Evolution,Technology,Mobile Apps & Tech Services provider,Gurgaon,"Vineet Taneja, Kamal Puri",Seed Funding,N/A,nan
+1474,24/08/2016,Uber Dreams,eCommerce,Dreams fulfilling marketplace,Mumbai,Mohit Lalvani,Seed Funding,"5,00,000",nan
+1475,24/08/2016,Convegenius,Education,Edutainment platform,Noida,Michael and Susan Dell Foundation,Private Equity,"9,00,000",nan
+1476,24/08/2016,UrbanLadder,eCommerce,Online Furniture Store,Mumbai,Trifecta Capital,Private Equity,"30,00,000",nan
+1477,24/08/2016,enCashea,Consumer Internet,Scrap Collection and Recycling platform,Bangalore,"Kunal Shah, Sandeep Tandon, Tracxn Labs",Seed Funding,N/A,nan
+1478,25/08/2016,EngineerBabu,Technology,Mobile App & Web Development company,Indore,Scale Ventures,Seed Funding,N/A,nan
+1479,25/08/2016,Cult,Healthcare,Health and Fitness Centres,Bangalore,CureFit,Private Equity,"30,00,000",nan
+1480,25/08/2016,WitWorks,Technology,Consumer IoT Startup,Bangalore,"Fireside Ventures, Investopad, P39 Capital, Anupam Mittal, Pranay Jivrajka, Maninder Gulati, Abhinav Sinha",Seed Funding,N/A,nan
+1481,25/08/2016,NearFox,Consumer Internet,Local Lifestyle Content and Discovery Platform,Mumbai,"Globevestor Angel Fund, Devendra Rane, Ravi Jain,\\xc2\\xa0 Arpan Nagdeve",Seed Funding,N/A,nan
+1482,25/08/2016,ZoomCar,Consumer Internet,Self-driven car booking platform,Bangalore,Ford Smart Mobility Llc,Private Equity,"2,40,00,000",nan
+1483,26/08/2016,Plix,Consumer Internet,Photo and Video Sharing App,Gurgaon,Instalabs,Seed Funding,"5,00,000",nan
+1484,26/08/2016,Mobikwik,Consumer Internet,Digital Wallet platform,Gurgaon,Net1 UEPS Technologies Inc,Private Equity,"4,00,00,000",nan
+1485,26/08/2016,MyDidi,Consumer Internet,"on-demand, hyper-local Cleaning services provider",Mumbai,Undisclosed Ex Mckinsey Directors and Partners,Seed Funding,"5,50,000",nan
+1486,26/08/2016,CrownIt,Consumer Internet,Cashback Mobile app,Gurgaon,"Kunal Shah & Sandeep Tandon, Girish Mathrubootham, Anand Chandrasekaran",Seed Funding,N/A,nan
+1487,29/08/2016,LoanTap,Consumer Internet,Lending platform for Salaried professionals,Mumbai,"Dr. Abhishek Pandey, Jaysukh Sapra",Private Equity,"30,00,000",nan
+1488,29/08/2016,Runnr,Consumer Internet,hyperlocal Logistics services provider,Bangalore,"Nexus Venture Partners, Blume Ventures",Private Equity,"70,00,000",nan
+1489,29/08/2016,Zolo,Consumer Internet,on-demand online talent marketplace,Noida,Hitouch AG,Private Equity,N/A,nan
+1490,29/08/2016,Notion Press,Consumer Internet,Self-Publishing books platform,Chennai,Undisclosed HNI investors,Private Equity,"10,00,000",nan
+1491,29/08/2016,LivSpace,Consumer Internet,Online portal for Home Design,Bangalore,"Bessemer Venture Partners, Jungle Ventures, Helion Ventures",Private Equity,"1,50,00,000",nan
+1492,30/08/2016,iAugmentor Labs,Technology,Assessment & Learning Platform,Gurgaon,Rajasthan Angel Investor Network & Others,Seed Funding,"1,49,000",nan
+1493,30/08/2016,DayBox,Consumer Internet,Fruit & Vegetable Delivery platform,New Delhi,"Ashutosh Lawania, Rajul Jain, Badal Malick, Rishi Gupta & Others",Seed Funding,"1,04,000",nan
+1494,30/08/2016,Paytm,eCommerce,Mobile Wallet & ECommerce platform,Bangalore,MediaTek Inc.,Private Equity,"6,00,00,000",nan
+1495,30/08/2016,CropIn,Technology,Agriculture Technology Solutions,Bangalore,Sophia Investment ApS,Private Equity,"20,00,000",nan
+1496,30/08/2016,Canvera,Consumer Internet,Photographer Discovery & Information platform,Bangalore,Info Edge (India) Ltd,Private Equity,"30,00,000",nan
+1497,30/08/2016,Prime Focus Technologies,Technology,Hybrid Cloud technology enabled Media ERP platform,Mumbai,Ambit Pragma,Private Equity,N/A,nan
+1498,31/08/2016,Flyrobe,eCommerce,Online fashion rental platform,Mumbai,"IDG Ventures, Sequoia Capital, GREE Ventures",Private Equity,"53,00,000",nan
+1499,31/08/2016,inclov,Consumer Internet,Matchmaking App for Disabled,Mumbai,"Sarbvir Singh, Raghav Bahl",Seed Funding,N/A,nan
+1500,01/07/2016,RazorPay,Consumer Internet,Online Payment Gateway,Bangalore,MasterCard,Private Equity,N/A,nan
+1501,01/07/2016,DarwinBox,Technology,HR Software Services Startup,Hyderabad,"3one4 Capital, Tracxn Labs, Aaruha Technology Fund, Endiya Partners",Seed Funding,N/A,nan
+1502,01/07/2016,Venture Catalysts,Consumer Internet,Seed Investment & Innovation Platform,Mumbai,Zaffiro Ventures,Seed Funding,"5,00,000",nan
+1503,01/07/2016,PressPlay TV,Consumer Internet,Video Content Discovery Platform,New Delhi,"Sequoia Capital, SD Ventures, Vistaar Investment Advisors Pvt. Ltd.",Private Equity,N/A,nan
+1504,02/07/2016,Playment,Consumer Internet,Mobile Marketplace for Crowdsourced Work,Bangalore,SAIF Partners,Private Equity,"7,00,000",nan
+1505,04/07/2016,WealthTrust,Consumer Internet,Wealth Management App,Mumbai,India Quotient,Seed Funding,N/A,nan
+1506,04/07/2016,Curefit,Consumer Internet,Online Preventive Healthcare Platform,Bangalore,"Accel Partners, IDG Ventures, Kalaari Capital",Private Equity,"1,50,00,000",nan
+1507,04/07/2016,StitchWood,eCommerce,Custom Furniture Online,Mumbai,Deepak Gupta,Seed Funding,"2,00,000",nan
+1508,04/07/2016,Grab.in,Logistics,hyperlocal logistics service,Mumbai,Aramex Ventures Llc,Private Equity,"20,00,000",nan
+1509,04/07/2016,Fulfil.IO,Consumer Internet,Cloud Based ERP Software,US,Rajan Anandan,Seed Funding,N/A,nan
+1510,04/07/2016,NeoGrowth,Finance,SME Lending platform,Mumbai,"IIFL Wealth Management Seed Venture Fund, Omidyar Network, Khosla Impact, Aspada",Private Equity,"1,60,00,000",nan
+1511,05/07/2016,SeeDoc,Consumer Internet,Video Based Doctor Consulting platform App,Gurgaon,YourNest Angel Fund\\xc2\\xa0 & Others,Private Equity,"10,00,000",nan
+1512,05/07/2016,BookMyShow,Consumer Internet,Event & Movie Ticketing platform,Mumbai,"Stripes Group, Network 18, Accel Partners, SAIF Partners",Private Equity,"8,20,00,000",nan
+1513,05/07/2016,Flyrobe,eCommerce,Online fashion rental platform,Mumbai,"Sequoia Capital, Rohit Bansal, Kunal Bahl, Sandeep Tandon, Kunal Shah, Zishaan Hayath,\\xc2\\xa0 Abhishek Jain",Seed Funding,"17,00,000",nan
+1514,06/07/2016,HappilyUnmarried,eCommerce,Online Merchandize etailer,New Delhi,Info Edge (India) Ltd,Private Equity,"7,40,000",nan
+1515,06/07/2016,Don\\xe2\\x80\\x99t Scratch Your Head,Technology,Full Stack Offline & Online ERP Solution,Ahmedabad,"Gaurav Singhvi, Zaffiro Ventures",Seed Funding,"2,50,000",nan
+1516,06/07/2016,Wedding Wishlist,Consumer Internet,"Wedding Wishlist, Gifts & Registry Creation platform",Chennai,"Kirthiga Reddy, Renuka Ramanath,Cherry Tin",Seed Funding,"2,97,000",nan
+1517,07/07/2016,AppDaily,Technology,Mobile Security App development & Distribution,Mumbai,"Kalaari Capital, Qualcomm Ventures, ru-Net, Zodius Technology Opportunities Fund,",Private Equity,"20,00,000",nan
+1518,07/07/2016,Adytude,Consumer Internet,Gamified Consumer Insights Portal,New Delhi,Indian Angel Network,Private Equity,"10,00,000",nan
+1519,07/07/2016,Quickli,Logistics,On-Demand Delivery Startup,Gurgaon,"AVG Group, 500 Startups",Private Equity,N/A,nan
+1520,07/07/2016,SpectraVR,Technology,Virtual Reality Content Studio,Mumbai,Rothenberg Ventures,Seed Funding,N/A,nan
+1521,08/07/2016,Pitstop,Consumer Internet,Online Car Repair and Servicing Booking platform,Bangalore,"Alex Chua, Rahul Garg",Seed Funding,N/A,nan
+1522,08/07/2016,HolaChef,Consumer Internet,Online Food Ordering & Delivery Platform,Mumbai,"Kalaari Capital, India Quotient",Private Equity,"19,50,000",nan
+1523,11/07/2016,Purplle,eCommerce,Beauty Products Marketplace,Mumbai,"JSW Ventures, Blume Ventures & IvyCap Ventures",Private Equity,"60,00,000",nan
+1524,11/07/2016,Trak N Tell,Technology,Car Tracking & Safety System,Gurgaon,Brian Acton,Private Equity,"35,00,000",nan
+1525,11/07/2016,Overcart.com,eCommerce,Unboxed & refurbished electronic products marketplace,Gurgaon,"JSW Ventures, Omidyar Network, Sattva Capital, Venture Works",Private Equity,"30,00,000",nan
+1526,12/07/2016,SirionLabs,Technology,SAAS based Service Agreement Management,Gurgaon,Sequoia Capital,Private Equity,"1,22,50,000",nan
+1527,12/07/2016,GyanDhan,Consumer Internet,Education Focused Financing Platform,New Delhi,"Stanford Angels & Entrepreneurs, Harvard Angels",Seed Funding,N/A,nan
+1528,12/07/2016,MintM,Consumer Internet,Digital Marketing & AdTech Platform,Bangalore,"Mumbai Angels,\\xc2\\xa0 Times Internet",Private Equity,N/A,nan
+1529,12/07/2016,HitGrit,Consumer Internet,Online Legal Consultation platform,Chandigarh,"Ashish Mahajan, Sarvesh Sharma",Seed Funding,N/A,nan
+1530,12/07/2016,Find My Stay,Consumer Internet,Online Budget Hotel Aggregator & Booking Platform,New Delhi,"Rishi Parti, Yogesh Bansal",Seed Funding,N/A,nan
+1531,13/07/2016,YAAP,Consumer Internet,"Online Content Discovery, Creation & Distribution Platform",New Delhi,Rainmaker Ventures,Private Equity,"50,00,000",nan
+1532,13/07/2016,Utoo Cabs,Consumer Internet,Cab aggregation & Rental platform,Chennai,Ajay Piramal,Seed Funding,N/A,nan
+1533,13/07/2016,Twigly,Consumer Internet,Online Food Ordering & Delivery Startup,Gurgaon,"Tracxn Labs, Hyderabad Angels, Kunal Shah, Gaurav Bhalotia",Seed Funding,"6,00,000",nan
+1534,13/07/2016,ShareChat,Consumer Internet,Vernacular Language Content Creation & Sharing App,Bangalore,"SAIF Partners, India Quotient",Private Equity,"13,50,000",nan
+1535,13/07/2016,Urban Tailor,Consumer Internet,E-Tailoring service provider,Bangalore,Unitus Seed Fund,Private Equity,N/A,nan
+1536,13/07/2016,RentMojo,Consumer Internet,Online Furniture Renting Platform,Bangalore,"Accel Partners, IDG Ventures India",Private Equity,"50,00,000",nan
+1537,13/07/2016,CityFurnish,Consumer Internet,Online Furniture Renting Platform,Gurgaon,Brand Capital,Seed Funding,N/A,nan
+1538,13/07/2016,HEAL Institute,Healthcare,Sports Focused Healthcare Startup,Mumbai,"Jaspal Bindra, Parth Jindal",Seed Funding,N/A,nan
+1539,14/07/2016,Augrav,eCommerce,Personalized precious Jewellery etailer,Coimbatore,Keiretsu Forum,Seed Funding,"4,50,000",nan
+1540,14/07/2016,ShoppinPal,Technology,M-Commerce Solutions for Retail Stores,Pune,"Plug and Play Tech Center, Steelhead Ventures & Others",Private Equity,"10,70,000",nan
+1541,14/07/2016,TransTutors / AskIITians,Consumer Internet,Online Education & Tutoring portals,New Delhi,500 Startups,Private Equity,N/A,nan
+1542,15/07/2016,WorkApps,Technology,Enterprise Work Management Software,Pune,SRI Capital,Seed Funding,"10,00,000",nan
+1543,15/07/2016,BankerBay,Consumer Internet,Online Investment Banking platform,Bangalore,undisclosed investors,Private Equity,"20,00,000",nan
+1544,15/07/2016,BaggOut,eCommerce,Women\\xe2\\x80\\x99s Fashion etailer,New Delhi,"Sumit Jain, Sumit Jain, Anurag Gupta, Varun Khanna, Faraz Khan",Seed Funding,N/A,nan
+1545,15/07/2016,TripShelf,eCommerce,Travel Package Marketplace,New Delhi,GEMS group,Seed Funding,"2,50,000",nan
+1546,15/07/2016,SatvaCart,eCommerce,Online Grocers,New Delhi,"Abhijit Avasthi, Karan Chellani, SP Vijay",Seed Funding,N/A,nan
+1547,15/07/2016,Ridlr,Consumer Internet,Public Transport Mobile App,Mumbai,"Times Internet, Innoven Capital, Matrix Partners India, Qualcomm Ventures",Private Equity,"60,00,000",nan
+1548,18/07/2016,Yellowdig,Consumer Internet,Online Learning Platform,Pune,SRI Capital,Seed Funding,"6,50,000",nan
+1549,18/07/2016,Zuppler,Consumer Internet,Online Food Ordering platform,New Delhi,SRI Capital,Seed Funding,"6,50,000",nan
+1550,18/07/2016,BlueStone,eCommerce,Jewellery Etailer,Mumbai,"IIFL and Accel Partners, Kalaari Capital, IvyCap Ventures, RB Investments",Private Equity,"3,00,00,000",nan
+1551,18/07/2016,underDOGS,Technology,Game Development Startup,Mumbai,Intelli Reboot Digital Pvt. Ltd,Private Equity,N/A,nan
+1552,18/07/2016,ImageProVision,Technology,Image Analysis Solutions,Pune,Satish Jamdar,Seed Funding,N/A,nan
+1553,19/07/2016,Sagacito,Technology,Cloud-Based Enterprise Solutions,New Delhi,Star India Pvt. Ltd,Private Equity,"1,00,00,000",nan
+1554,19/07/2016,Deal4Loans / Wishfin,Consumer Internet,\\nLoans Comparison platform\\n\\n\\n\\n (adsbygoogle = window.adsbygoogle || []).push({});\\n\\n,Noida,Franklin Templeton International Services Pvt. Ltd,Private Equity,"1,50,00,000",nan
+1555,19/07/2016,NiYO Solutions,Technology,Payroll & Benefits Software solutions,Bangalore,Prime Venture Partners,Private Equity,"10,00,000",nan
+1556,19/07/2016,AppLop,Consumer Internet,Mobile Apps SaaS Platform,Gurgaon,Green House Ventures Accelerator,Seed Funding,"2,50,000",nan
+1557,20/07/2016,Tax2Win,Consumer Internet,Online Tax Filing Portal,Jaipur,Undisclosed Investors,Private Equity,"10,00,000",nan
+1558,20/07/2016,Truckola,Logistics,Tech-focused cargo transport startup,Mumbai,"Abhishek Agarwal, Krishnakumar Nataraj, Sarath Sura, Shanti Mohan, Sarthak and Nihit Agarwal, Suramya Gupta",Seed Funding,"5,95,000",nan
+1559,20/07/2016,iServe Financial,Consumer Internet,Loan Comparison & Deals platform,Pune,Nilesh Shah,Seed Funding,N/A,nan
+1560,21/07/2016,MyTaxiIndia,Consumer Internet,Online Car rental booking platform,New Delhi,Nihon Kotsu Co,Private Equity,"10,00,000",nan
+1561,21/07/2016,AbeRuk,eCommerce,Online Marketplace for books,Bangalore,Swastika Company Pvt Ltd,Seed Funding,N/A,nan
+1562,21/07/2016,Wiwigo,Consumer Internet,Inter-City Taxi Booking platform,Bangalore,Indian Angel Network,Seed Funding,"5,95,000",nan
+1563,21/07/2016,Drums Food,Food & Beverage,Yogurt and Ice Cream maker,Mumbai,"Verlinvest, DSG Consumer Partners",nan,nan,nan
+1564,01/06/2016,Chikoop,Consumer Internet,Free Ad based Voice Calling,Indore,Undisclosed Investors,Seed Funding,N/A,nan
+1565,01/06/2016,BRIDGEi2I,Technology,Data Analytics Platform,Bangalore,Edelweiss Private Equity,Private Equity,N/A,nan
+1566,02/06/2016,Droom,eCommerce,Online marketplace for used automobiles,New Delhi,"Beenext, Digital Garage, Lightbox, Beenos",Private Equity,N/A,nan
+1567,02/06/2016,Visit,Consumer Internet,On-Demand Healthcare Service provider,New Delhi,MapmyIndia,Seed Funding,N/A,nan
+1568,02/06/2016,Atomberg,Technology,"smart, energy efficient home appliance manufacturer",Mumbai,Parampara Capital,Private Equity,"10,00,000",nan
+1569,02/06/2016,Coutloot,eCommerce,Fashion Re-Commerce Platform,Mumbai,Venture Catalysts,Seed Funding,N/A,nan
+1570,02/06/2016,Limo,Consumer Internet,Bus Aggregator Mobile app,Mumbai,Rainmaker Ventures,Private Equity,"10,00,000",nan
+1571,03/06/2016,iCliniq,Consumer Internet,Doctor Consultation platform,Bangalore,MadhanKumar Madathupalayam,Seed Funding,N/A,nan
+1572,03/06/2016,GoGo Truck,Consumer Internet,Truck Aggregator & Booking platform,Chennai,Undisclosed Investor,Seed Funding,"75,000",nan
+1573,03/06/2016,Vyome Biosciences,Healthcare,Treatment Development for Antibiotic-resistant diseases,New Delhi,Romulus Capital,Private Equity,"20,00,000",nan
+1574,06/06/2016,SillyMonks,Consumer Internet,Digital Media and Entertainment Startup,Hyderabad,Sreenivasa Reddy Musani,Seed Funding,"4,48,000",nan
+1575,07/06/2016,CueMath,Education,K-12 Maths Learning Courses,Bangalore,"Sequoia Capital, Unitus Seed Fund",Private Equity,"40,00,000",nan
+1576,07/06/2016,KrazyBee,Consumer Internet,Student Micro-Loan platform,Bangalore,"Yeahmobi, Fenqile",Private Equity,"20,00,000",nan
+1577,07/06/2016,Intgrea,Technology,Post merger Integration Partners,Bangalore,Undisclosed Investor,Seed Funding,"1,00,000",nan
+1578,07/06/2016,HelpShift,Technology,Mobile CRM Platform,Pune,"Microsoft Ventures, Salesforce Ventures",Private Equity,"2,30,00,000",nan
+1579,07/06/2016,CreditVidya,Technology,Credit Scoring Platform,Mumbai,Kalaari Capital,Private Equity,"10,00,000",nan
+1580,08/06/2016,Grey Campus,Consumer Internet,Online Learning Platform,Hyderabad,Sarath Sura,Seed Funding,"10,00,000",nan
+1581,08/06/2016,ListUp,eCommerce,Location based Classified Mobile app,Mumbai,"Kae Capital, Kunal Shah, Sandeep Tandon",Seed Funding,"5,00,000",nan
+1582,08/06/2016,6Degree,Technology,Tech-enabled Fashion Talent platform,Mumbai,Indian Angel Network,Seed Funding,"2,00,000",nan
+1583,08/06/2016,Shopwati,Consumer Internet,Online Fashion Discussion Community,Gurgaon,Sanjiv Rai,Seed Funding,N/A,nan
+1584,08/06/2016,Cookifi,Consumer Internet,Online Chef Discovery & Booking Service,Bangalore,"Kunal Shah, Aneesh Reddy, Tracxn Labs, Venkat Tadanki, Krishna Mehra, Amit Rathore",Seed Funding,N/A,nan
+1585,08/06/2016,StoreKing,eCommerce,Connecting Small Town Consumers to E-Commerce,Bangalore,Axiata Digital,Private Equity,"1,60,00,000",nan
+1586,08/06/2016,Wired Hub,Real Estate,Co-Working Spaces,Jaipur,"Ankit Maheshwari, Anand Singh",Seed Funding,N/A,nan
+1587,08/06/2016,MySeniorDoctor,Consumer Internet,Online medical support platform,Gurgaon,BlackJag Partners,Seed Funding,"2,00,000",nan
+1588,09/06/2016,Teabox,eCommerce,Online Tea Store,Siliguri,Cameron Jones,Seed Funding,N/A,nan
+1589,09/06/2016,ExtraaEdge,Consumer Internet,Student Acquisition Platform,Pune,"Ritesh Dwivedy, Priti Padhy",Seed Funding,N/A,nan
+1590,09/06/2016,EPayLater,Technology,Fin-Tech Platform,Mumbai,3 undisclosed HNIs,Seed Funding,"20,00,000",nan
+1591,10/06/2016,Kyazoonga,eCommerce,Online event ticketing Platform,Mumbai,Ratan Tata,Seed Funding,N/A,nan
+1592,10/06/2016,Paytunes,Consumer Internet,Mobile based rewards platform,New Delhi,"CIO Angel Network, Indian Angel Network",Private Equity,"5,00,000",nan
+1593,10/06/2016,Kickstart Jobs,Technology,Entry level hiring platform,Gurgaon,"Vivek Joshi, Mohit Satyanand, Amit Banati, Arun Khanna",Seed Funding,N/A,nan
+1594,10/06/2016,Freshee,FMCG,Household packaging & Storage product manufacturer,Mumbai,Edelweiss Private Equity,Private Equity,N/A,nan
+1595,10/06/2016,MadRat Games,Technology,Wearable Gaming Platform,Bangalore,"Ratan Tata, Bhavish Aggarwal, Ankit Bhati, Binny Bansal, Girish Mathrubootham",Seed Funding,N/A,nan
+1596,11/06/2016,Jazzmyride,eCommerce,Auto Parts & Accessories eTailer,New Delhi,TVS Automobile Solutions Ltd,Private Equity,N/A,nan
+1597,11/06/2016,AutoSense,Technology,Data Analytics based Customer Management Services,New Delhi,TVS Automobile Solutions Ltd,Private Equity,N/A,nan
+1598,11/06/2016,Redsun Telematics,Consumer Internet,Internet of Things Platform,Chennai,TVS Automobile Solutions Ltd,Private Equity,N/A,nan
+1599,13/06/2016,KhanaGadi,Consumer Internet,Online Food Delivery for Train Travelers,Jaipur,50K Ventures,Seed Funding,N/A,nan
+1600,13/06/2016,Bombay Shirt Company,eCommerce,Online custom Shirt retailer,Mumbai,undisclosed investor,Private Equity,"10,00,000",nan
+1601,13/06/2016,Matrubharti,Consumer Internet,e-Book Publisher,,Viridian Capital,Seed Funding,"30,000",nan
+1602,14/06/2016,EdTechReview,Consumer Internet,Education based online portal,New Delhi,EVC Ventures,Seed Funding,N/A,nan
+1603,14/06/2016,Bonhomia,Food & Beverage,Premium Tea & Coffee Capsules maker,New Delhi,Valpro Capital and existing investors,Private Equity,N/A,nan
+1604,14/06/2016,Gobolt,Logistics,B2B Logistics provider,New Delhi,MCube8,Seed Funding,N/A,nan
+1605,14/06/2016,Jivox,Technology,Data Driven Advertising platform,Bangalore,"You & Mr Jones, Fortisure Ventures, Diaz Nesamoney",Private Equity,"60,00,000",nan
+1606,14/06/2016,Sminq,Consumer Internet,Queue management Mobile app,Pune,"Saama Capital, Blume Ventures & Vaibhav Domkundwar",Seed Funding,"10,00,000",nan
+1607,14/06/2016,CureJoy,Consumer Internet,Online Alternative health community platform,Bangalore,Accel Partners India,Private Equity,"44,00,000",nan
+1608,15/06/2016,Oneway.cab,Consumer Internet,Taxi Rental Platform,Vadodara,Indian Angel Network,Seed Funding,"4,50,000",nan
+1609,15/06/2016,GrabOnRent,eCommerce,On-demand product rental marketplace,Bangalore,IvyCap Ventures and Unicorn India Ventures,Private Equity,N/A,nan
+1610,16/06/2016,Diro Labs,Consumer Internet,Contact Management Mobile App,New Delhi,Info Edge (India) Ltd,Private Equity,"4,50,000",nan
+1611,16/06/2016,Unnati Helpers,Consumer Internet,Help Hiring Platform,Gurgaon,Info Edge (India) Ltd,Private Equity,"6,00,000",nan
+1612,16/06/2016,Athletto,Consumer Internet,Sports Venue discovery and booking platform,Bangalore,Atul Ingle,Seed Funding,N/A,nan
+1613,16/06/2016,Saavn,Consumer Internet,Web/Mobile Music Streaming service,USA,Guy Oseary,Private Equity,N/A,nan
+1614,16/06/2016,Voonik,eCommerce,Online Women\\xe2\\x80\\x99s Fashion Marketplace,Bangalore,Sequoia Capital,Private Equity,"2,00,00,000",nan
+1615,16/06/2016,ThinkPhi,Technology,Sustainable Green Tech Solution developer,Mumbai,Nimmagadda Prasad,Seed Funding,N/A,nan
+1616,17/06/2016,Cleartax,Consumer Internet,Online Tax Filing Platform,New Delhi,"Ravi Adusumalli, SAIF Partners",Private Equity,"1,20,00,000",nan
+1617,17/06/2016,Silvan Innovation Labs,Technology,Home Automation Solutions,Bangalore,Infuse Ventures,Private Equity,"9,00,000",nan
+1618,17/06/2016,GreytHR,Technology,Payroll & HR Software Developer,Bangalore,"New Enterprise Associates (NEA), Blume Ventures",Private Equity,"52,00,000",nan
+1619,17/06/2016,Duffl,eCommerce,Fashion Rental Marketplace,Bangalore,BetOnIndia Technology Pvt Ltd,Seed Funding,N/A,nan
+1620,17/06/2016,BYG,Consumer Internet,Fitness centre Discovery & Booking Mobile app,Bangalore,"Sanjay Verma, Amit Khanna (LetsVenture)",Seed Funding,N/A,nan
+1621,20/06/2016,Dipper,eCommerce,Freight Logistics Marketplace,New Delhi,Undisclosed investor,Seed Funding,N/A,nan
+1622,20/06/2016,Qonfuse,Consumer Internet,Online Test Papers for competitive exams,New Delhi,Hamraj Kumar,Seed Funding,N/A,nan
+1623,20/06/2016,The Indian IRIS,Consumer Internet,Govt Policy Research & Information portal,Ahmedabad,Timbru Ventures,Seed Funding,N/A,nan
+1624,21/06/2016,Onspoon,Consumer Internet,Online Platform for Event Sponsorship,Mumbai,Swan Angel Network,Seed Funding,"1,50,000",nan
+1625,21/06/2016,REstate,Consumer Internet,Real Estate Platform,Bangalore,Idein Ventures,Seed Funding,N/A,nan
+1626,21/06/2016,Cleartrip,Consumer Internet,Online Travel Agency,Mumbai,"Concur Technologies, Gund Investment",Private Equity,N/A,nan
+1627,21/06/2016,ProcMart,Consumer Internet,Online Procurement Marketplace,Noida,IndiaMart,Private Equity,N/A,nan
+1628,21/06/2016,Celerix,Technology,Fintech Product Development & Services Startup,Bangalore,Bitkemy Ventures,Seed Funding,"4,00,000",nan
+1629,21/06/2016,NatureNama,Consumer Internet,Online Outdoors & travel,Mumbai,Unicorn Venture,Seed Funding,"2,25,000",nan
+1630,21/06/2016,CyclopsMedtech,Technology,Medical Technology Provider,Bangalore,CP Bothra,Seed Funding,N/A,nan
+1631,21/06/2016,Syona Cosmetics,FMCG,Beauty Products & Training to Salons & Spas,Chennai,The Chennai Angels,Seed Funding,"1,50,000",nan
+1632,21/06/2016,PrettySecrets,eCommerce,Women Lingerie Store,Mumbai,"RB Investments PTE Ltd, Orios Venture Partners",Private Equity,"60,00,000",nan
+1633,22/06/2016,SpiderG,Consumer Internet,Online invoice app for SMEs,Pune,"Rahul Kirloskar, Fusion Tech Ventures, Adi Saravanan, Pravin Dongre, Mahendra Doshi",Seed Funding,"1,50,000",nan
+1634,23/06/2016,FarEye,Technology,Logistics Management Software,New Delhi,Saif Partners,Private Equity,"35,00,000",nan
+1635,23/06/2016,The Uolo,Consumer Internet,School Parent Communication App,Bangalore,"Purvi Ventures, Rajul Garg, Vipin Arora",Seed Funding,"2,10,000",nan
+1636,23/06/2016,Staqu,Technology,Artificial Intelligence based search platform,Gurgaon,Indian Angel Network,Seed Funding,N/A,nan
+1637,23/06/2016,Padhopadhao,Consumer Internet,Home Tutors search & Discovery,New Delhi,Rise India,Private Equity,N/A,nan
+1638,24/06/2016,Drivify,Consumer Internet,Professional Driver discovery & Booking Mobile app,Mumbai,"Jitendra Gupta, Pankaj Tripathi",Seed Funding,"50,000",nan
+1639,24/06/2016,PratiLipi,Consumer Internet,Multi-Lingual self-publishing platform,Bangalore,Nexus Venture Partners,Seed Funding,N/A,nan
+1640,24/06/2016,ParaBlu,Technology,Cloud Data Security & Privacy Solutions,Bangalore,Kalaari Capital,Seed Funding,"5,00,000",nan
+1641,24/06/2016,Schedulers Logistics,Logistics,Cold Storage Logistics solutions,Mumbai,GVFL,Private Equity,"60,00,000",nan
+1642,24/06/2016,LEAP India,Others,Supply Chain Equipment & Services provider,Mumbai,Mayfield Ventures,Private Equity,"30,00,000",nan
+1643,24/06/2016,KabadiExpress,Others,Free Door Step Scrap Pickup Service,New Delhi,Undisclosed investor,Seed Funding,"1,48,000",nan
+1644,27/06/2016,YourDost,Consumer Internet,Online counselling & Personal coaching platform,Bangalore,"SAIF Partners, Aprameya Radhakrishnan, Phanindra Sama, Subba Rao Telidevara, Vibhu Garg, Paula Ravindra Mariwala, Gaurav Bhalotia",Seed Funding,"12,00,000",nan
+1645,27/06/2016,Gomalon,Consumer Internet,Online Spa & Salon discovery & Booking platform,Bangalore,Undisclosed investor,Seed Funding,"1,00,000",nan
+1646,27/06/2016,Voler Cars,Consumer Internet,Self-Driven Car rental platform,New Delhi,"Kanodia family, Amit Banka",Seed Funding,N/A,nan
+1647,27/06/2016,Travelyaari,Consumer Internet,Online ticket booking platform,Bangalore,GVFL Ltd,Private Equity,"30,00,000",nan
+1648,28/06/2016,FabHotels,Consumer Internet,Online Hotel aggregator & Booking platform,Gurgaon,"Accel Partners, RB Investments",Private Equity,"80,00,000",nan
+1649,28/06/2016,Locanix,Technology,GPS based SaaS Solutions,Ahmedabad,Undisclosed investors,Seed Funding,"3,00,000",nan
+1650,28/06/2016,LendingKart,Consumer Internet,Online Working Capital Business Loans Platform,Ahmedabad,"Bertelsmann India Investments, Mayfield India, Saama Capital, India Quotient",Private Equity,"3,20,00,000",nan
+1651,28/06/2016,Hello Tax,Consumer Internet,Online Tax Filing Platform,New Delhi,Sanjeev Sinha,Seed Funding,"2,95,000",nan
+1652,28/06/2016,MySuperBrain,Consumer Internet,Online Talent Discovery Platform for Kids,Hyderabad,Soniks Consulting,Seed Funding,N/A,nan
+1653,28/06/2016,BlogBeats,Consumer Internet,Online Blogging Platform,Bangalore,Undisclosed Investor,Seed Funding,N/A,nan
+1654,29/06/2016,LetReach,eCommerce,ECommerce SAAS Solutions,New Delhi,vCommission,Private Equity,"1,00,000",nan
+1655,29/06/2016,TrendieApp,Technology,Visual Content Marketing,Kolkata,Harsh Vardhan Hada,Seed Funding,"50,000",nan
+1656,29/06/2016,ImpactGuru,Consumer Internet,Crowdfunding Platform,Mumbai,Piyush Jain,Seed Funding,N/A,nan
+1657,29/06/2016,Velvetcase,eCommerce,Online designer jewellery marketplace,Mumbai,"Uniqorn Ventures Fund, TV Mohandas Pai, S Somasegar",Private Equity,"15,00,000",nan
+1658,30/06/2016,Meru Cabs,Consumer Internet,Online/ Mobile Tax Cab booking,Mumbai,Brand Capital,Private Equity,"2,50,00,000",nan
+1659,30/06/2016,Campus Diaries,Consumer Internet,Student focussed Content Discovery portal,Bangalore,Aarin Capital,Seed Funding,"2,20,000",nan
+1660,30/06/2016,Scripbox,Consumer Internet,Online Mutual Fund Investment platform,Bangalore,"Omidyar Network, Accel Partners & existing investors",Private Equity,N/A,nan
+1661,30/06/2016,Biryani Blues,Food & Beverage,QSR Chain,Gurgaon,Carpediem Capital & Others,Private Equity,"3,68,000",nan
+1662,01/05/2016,MotoMojo,Consumer Internet,Mobile based Vehicle maintenance App,Mumbai,"Niloufer Dundh, Fauzan Rahim, Balamurugan Mani,",Seed Funding,N/A,nan
+1663,01/05/2016,Get My Parking,Technology,Parking Technology Platform,New Delhi,The Chennai Angels,Seed Funding,"3,76,000",nan
+1664,01/05/2016,Prescribez,Consumer Internet,Health Service Aggregator Platform,Pune,Ankush Mehta,Seed Funding,"1,45,000",nan
+1665,02/05/2016,Airwood,Technology,Agri Data & Analytics Platform,Chennai,StartupXseed Ventures,Seed Funding,N/A,nan
+1666,03/05/2016,Mobikwik,Consumer Internet,Mobile & Digital Wallet,Gurgaon,"GMO Payment Gateway, MediaTek",Private Equity,"5,00,00,000",nan
+1667,03/05/2016,iDreamCareer,Consumer Internet,Career Planning Services Portal,New Delhi,Brand Capital,Private Equity,N/A,nan
+1668,03/05/2016,Zwayam,Consumer Internet,Online Recruitment Platform,Bangalore,Undisclosed investors,Seed Funding,"2,50,000",nan
+1669,03/05/2016,BoiBanit,Consumer Internet,Online Food Delivery platform,Vadodara,Undisclosed investors,Seed Funding,N/A,nan
+1670,03/05/2016,Zuver,Consumer Internet,Car driver Discovery App,Mumbai,"Shruth & Smith Group, Hermes Group",Seed Funding,"1,80,000",nan
+1671,03/05/2016,Prepathon,Education,Competitive Exam learning platform,Mumbai,Blume Ventures,Private Equity,N/A,nan
+1672,04/05/2016,EasyRoads,Consumer Internet,Road Trip planning Mobile app,Mumbai,"Rohan Angrish, Hrishi Oberoi, Rahul Mehta, Kapil Hetamsaria, Pranav Dedhia",Seed Funding,"2,00,000",nan
+1673,04/05/2016,Lenskart,eCommerce,Eyewear & Accessories etailer,New Delhi,"International Finance Corp, TPG Growth, Adveq Management, IDG Ventures, Ratan Tata, Kris Gopalakrishnan",Private Equity,"6,00,00,000",nan
+1674,04/05/2016,Seclore,Technology,Enterprise Security Technology platform,Mumbai,"Sistema Asia Fund, Helion Venture, VentureEast, India Alternatives",Private Equity,"1,20,00,000",nan
+1675,04/05/2016,SolarTown,Technology,Solar Rooftop system installation company,Chennai,Grex.in,Seed Funding,"2,00,000",nan
+1676,04/05/2016,Comarete,Technology,Telecom & Media IT services company,Pune,Grex.in,Seed Funding,"2,00,000",nan
+1677,04/05/2016,MyDentistChoice,eCommerce,Medical Supplies eTailer,Hyderabad,Undisclosed investors,Seed Funding,"1,50,000",nan
+1678,04/05/2016,Active.ai,Technology,Intelligent Tech platform for Finance vertical,Singapore,Kalaari Capital Accelerator Program,Seed Funding,"5,00,000",nan
+1679,04/05/2016,Affordplan,Technology,Affordable non-emergency medical service health plans,New Delhi,Kalaari Capital Accelerator Program,Seed Funding,"5,00,000",nan
+1680,04/05/2016,Indee,Consumer Internet,Web Video Streaming Platform,Bangalore,Kalaari Capital Accelerator Program,Seed Funding,"5,00,000",nan
+1681,05/05/2016,Unbxd,Technology,eCommerce product discovery software,New Delhi,"IDG Ventures, Inventus Capital, Indian Angel Network",Private Equity,N/A,nan
+1682,05/05/2016,WebAlligator,Consumer Internet,Cloud Based Software Solutions,Bangalore,Group of undisclosed Angel Investors & HNIs,Seed Funding,"3,75,000",nan
+1683,06/05/2016,EduAce Services,Education,Education Workshops & mentoring programs,Lucknow,MoMagic Technologies,Private Equity,"10,00,000",nan
+1684,06/05/2016,Meesho,eCommerce,Social commerce platform,Bangalore,Rajul Garg & Others,Seed Funding,N/A,nan
+1685,07/05/2016,Zebroads,Logistics,Logistics and Warehousing services,Hyderabad,Undisclosed investors,Seed Funding,"75,000",nan
+1686,09/05/2016,Locus,Technology,Logistics Intelligence platform,Bangalore,"Exfinity Venture Partners, Blume Ventures, BeeNext, Rajesh Ranavat",Private Equity,"27,50,000",nan
+1687,09/05/2016,Toko Innovations,Consumer Internet,Children\\xe2\\x80\\x99s Entertainment Portal,Bangalore,"Roopak Saluja, Vishal Khare",Seed Funding,"4,50,000",nan
+1688,09/05/2016,Rentickle,eCommerce,"Furniture, appliances Portal",New Delhi,"Manish Kheterpal, Vinay Mittal, Dinesh Mittal, Sandeep Gupta",Seed Funding,"2,50,000",nan
+1689,10/05/2016,HealthifyMe,Consumer Internet,Health & Fitness App,Bangalore,"IDG Ventures India, Inventus Capital, Blume Ventures",Private Equity,"60,00,000",nan
+1690,10/05/2016,Zarget,Consumer Internet,Conversion Rate Optimization Platform,Chennai,"Accel Partners, Matrix Partners, Girish Mathrubootham",Private Equity,"15,00,000",nan
+1691,10/05/2016,InnoNano Research,Technology,Clean Water Technology,Chennai,NanoHoldings,Private Equity,"1,80,00,000",nan
+1692,10/05/2016,SchoolWear,eCommerce,School Uniform & Supplies Marketplace,Mumbai,Undisclosed investors,Seed Funding,"15,00,000",nan
+1693,10/05/2016,Swiggy,Consumer Internet,Food Delivery Platform,Bangalore,"Norwest Venture Partners, DST Global, Accel Partners",Private Equity,"70,00,000",nan
+1694,11/05/2016,Zenify,Consumer Internet,Home rental Discovery & Booking Portal,Bangalore,Undisclosed Investors,Private Equity,"9,00,000",nan
+1695,11/05/2016,Faircent,Consumer Internet,Online Peer to Peer Lending platform,Gurgaon,"JM Financial Products Ltd, Arun Tadanki, Doreswamy Nandkishore, Kshitij Jain",Private Equity,N/A,nan
+1696,11/05/2016,Fractal Analytics,Technology,Data Analytics Company,Mumbai,Khazanah Nasional Berhad,Private Equity,"10,00,00,000",nan
+1697,12/05/2016,Unacademy,Consumer Internet,Free Online Education Platform,Bangalore,"Blume Ventures, Rajan Anandan, Sumit Jain, Aprameya Radhakrishna, Sujeet Kumar, Phanindra Sama",Seed Funding,"5,00,000",nan
+1698,12/05/2016,Capital Float,Consumer Internet,Online Lending Platform,Bangalore,"Creation Investments Capital Management, SAIF Partners, Sequoia Capital, Aspada Ventures",Private Equity,"2,50,00,000",nan
+1699,12/05/2016,Life Circle,Healthcare,Senior Healthcare Services,Hyderabad,GROUPE SOS,Private Equity,"1,50,000",nan
+1700,12/05/2016,Dream Wallets,Consumer Internet,Online Crowdfunding platform,Jaipur,"Rakesh Gupta, Aditya Aggarwal, Siddharth Banerjee, Vikas Ranjan, Anshul Jindal, Sunil Koul, and Sanjeev Agrawal",Seed Funding,N/A,nan
+1701,12/05/2016,ShabdNagari,Consumer Internet,Hindi social networking portal,Kanpur,ah! Ventures,Seed Funding,N/A,nan
+1702,12/05/2016,Galleri5,Consumer Internet,Visual Content Discovery platform,Bangalore,"Phanindra Sama, Raghunandan G,",Seed Funding,N/A,nan
+1703,12/05/2016,Derbii,Logistics,Carpooling Services,Gurgaon,Anurag Chauhan,Seed Funding,N/A,nan
+1704,13/05/2016,StayZilla,Consumer Internet,Budget Room Aggregator Booking platform,Chennai,"Matrix Partners, Nexus Ventures",Private Equity,"1,35,00,000",nan
+1705,13/05/2016,WoW Express,Logistics,E-Commerce Logistics Solutions,Mumbai,Undisclosed Investors & Tamarind Family Private Trust,Private Equity,"22,00,000",nan
+1706,16/05/2016,Smartivity,eCommerce,Smart Learning products,Delhi,"S Chand, AdvantEdge Partners",Private Equity,"10,00,000",nan
+1707,16/05/2016,BedBathMore,Consumer Internet,Home Decor eMarketplace,Mumbai,"Kinnevik Group, Rocket Internet",Private Equity,N/A,nan
+1708,17/05/2016,Murgency,Consumer Internet,Medical Emergency Response App,Mumbai,Rata Tata,Private Equity,N/A,nan
+1709,17/05/2016,Crownit,Consumer Internet,Mobile customer rewards management platform,Gurgaon,"Undisclosed investors, Accel Partners, Helion Venture Partners",Private Equity,N/A,nan
+1710,17/05/2016,Blinge,eCommerce,Apparel Rental platform,Mumbai,"Anupam Mittal, Anuj Srivastava, Ankit Nagori",Seed Funding,N/A,nan
+1711,18/05/2016,TheSmartQ,Consumer Internet,Food Ordering Mobile App,Bangalore,YourNest Angel Fund,Seed Funding,"2,50,000",nan
+1712,18/05/2016,PurpleHealth,Consumer Internet,Online health-on-demand platform,Trivandrum,Katabole Technology Venture,Seed Funding,"1,00,000",nan
+1713,18/05/2016,Fundamentor,Education,Aptitude Development Program,Pune,Subramanya SV,Seed Funding,N/A,nan
+1714,18/05/2016,EduPristine,Education,Online Certification Courses,Mumbai,"Kaizen Management Advisors, DeVry Inc",Private Equity,"1,00,00,000",nan
+1715,18/05/2016,BhiveWorkspace,Reality,Co-Working Spaces,Bangalore,Blume Ventures,Private Equity,"10,00,000",nan
+1716,18/05/2016,Parentlane,Consumer Internet,Parenting & Child Care app,Bangalore,"Sujeet Kumar, Aprameya, Sumit Jain, Subramanya Venkat, Venk, Ravi Machani, Hitesh Gupta, Rohit Choudhary",Seed Funding,N/A,nan
+1717,19/05/2016,Appie,Consumer Internet,Location-based offline retail discovery platform,Mumbai,Undisclosed investors,Seed Funding,"10,00,000",nan
+1718,19/05/2016,Niki.ai,Technology,Artificial Intelligence Platform,Bangalore,Ratan Tata,Private Equity,N/A,nan
+1719,19/05/2016,TaxiVaxi,Consumer Internet,Cab Aggregating Platform,New Delhi,Undisclosed HNIs,Seed Funding,"5,00,000",nan
+1720,19/05/2016,Veqta,Consumer Internet,On Demand Digital Sports Network,New Delhi,"Chatsworth Management, ITW Digital",Seed Funding,"5,00,000",nan
+1721,20/05/2016,i2ifunding,Consumer Internet,Online Peer to Peer Funding,Noida,Undisclosed Investors,Seed Funding,"3,00,000",nan
+1722,23/05/2016,EduRev,Consumer Internet,Online Learning Platform,Gurgaon,Pradeep Reddy Kamasan,Seed Funding,N/A,nan
+1723,23/05/2016,Hoppingo,Consumer Internet,Fashion Discovery platform,New Delhi,vCommission,Seed Funding,"89,000",nan
+1724,24/05/2016,Eatonomist,Consumer Internet,Food Delivery Platform,Gurgaon,MCube Capital Advisors Pvt Ltd,Seed Funding,N/A,nan
+1725,24/05/2016,Goalwise,Consumer Internet,Online investment platform,Bangalore,Undisclosed HNIs,Seed Funding,"10,00,000",nan
+1726,25/05/2016,Roast,Consumer Internet,Mobile entertainment App,New Delhi,Indian Angel Network,Seed Funding,N/A,nan
+1727,25/05/2016,Address Health,Healthcare,Pediatric Primary Healthcare Network,Bangalore,Gray Matters Capital,Private Equity,"15,00,000",nan
+1728,25/05/2016,Arcatron Mobility,Technology,Mobility Devices for differently abled,Pune,Sudhir Mehta,Seed Funding,"1,00,000",nan
+1729,25/05/2016,SheThePeople,Consumer Internet,Digital platform for Women,New Delhi,Anand Mahindra,Seed Funding,N/A,nan
+1730,26/05/2016,Cleartax,Consumer Internet,Online Income Tax Filing platform,Bangalore,"FF Angel, Sequoia Capital",Private Equity,"20,00,000",nan
+1731,26/05/2016,Consure Medical,Healthcare,Medical Devices Kit manufacturer,New Delhi,"Accel Partners, Indian Angel Network, India Innovation Fund India Venture Partners",Private Equity,N/A,nan
+1732,26/05/2016,mChamp,Consumer Internet,Celebrity Entertainment Contest App,New Delhi,MoMagic Technologies,Seed Funding,"4,75,000",nan
+1733,27/05/2016,Pianta,Consumer Internet,Online healthcare service discovery platform,Bangalore,"Kunal Shah, Sandeep Tandon",Seed Funding,N/A,nan
+1734,30/05/2016,Vahanalytics,Technology,Safe driving Analytics platform,Mumbai,"Anirudh Damani, Vikram Lakhotia",Seed Funding,"2,00,000",nan
+1735,31/05/2016,Play Your Sport,Consumer Internet,Location based Sports & Fitness Discovery App,New Delhi,Ashish Gupta and other undisclosed investors,Seed Funding,N/A,nan
+1736,31/05/2016,Koovs,eCommerce,Apparel & Lifestyle eTailer,New Delhi,HT Media Ltd,Private Equity,"44,00,000",nan
+1737,31/05/2016,CCavenue,Consumer Internet,Payment Gateway,Mumbai,NSI Infinium Global Pvt. Ltd,Private Equity,"89,00,000",nan
+1738,31/05/2016,1mg,eCommerce,Online Pharmacy,Gurgaon,HBM Healthcare Investments,Private Equity,N/A,nan
+1739,31/05/2016,Tpot,Food & Beverage,QSR Chain,Gurgaon,Ashish Gupta,Seed Funding,N/A,nan
+1740,31/05/2016,MachaDalo,Consumer Internet,Hyperlocal Advertising Platform,Mumbai,Undisclosed Investors,Seed Funding,"1,75,000",nan
+1741,01/04/2016,Dil Mil,Consumer Internet,Matchmaking Mobile App,SFO / Bangalore,"Nelstone Ventures, Transmedia Capital, Maiden Lane Ventures, CSC Upshot & Angel investors",Private Equity,"27,00,000",nan
+1742,01/04/2016,PicsDream,Consumer Internet,Online Marketplace for Photographers,Delhi,Raman Roy,Seed Funding,N/A,nan
+1743,01/04/2016,Process 9,Consumer Internet,online translation and transliteration,Gurgaon,"Indian Angel Network, Alok Sharma, Kris Gopalakrishnan, Saurabh Srivastava, and Ajai Chowdhry",Seed Funding,N/A,nan
+1744,04/04/2016,Housing,Consumer Internet,Real Estate Portal,Mumbai,Vineet Singh,Private Equity,N/A,nan
+1745,04/04/2016,Roll Mafia,Food & Beverage,Rolls & Biryanis QSR chain,Pune,Equentia Natural Resource & Other undisclosed investors,Seed Funding,N/A,nan
+1746,04/04/2016,Hungama,Consumer Internet,Digital Media Entertainment Portal,Mumbai,Xiaomi Inc,Private Equity,"2,50,00,000",nan
+1747,04/04/2016,Highway Delite,Consumer Internet,Various Highway Help Services,Bangalore,N.S. Raghavan Centre for Entrepreneurial Learning,Seed Funding,N/A,nan
+1748,05/04/2016,Cult Fitness,Healthcare,Healthcare training programs,Bangalore,Mukesh Bansal,Seed Funding,N/A,nan
+1749,05/04/2016,Haptik,Technology,Personal Assistant App,Mumbai,Times Internet Ltd,Private Equity,N/A,nan
+1750,05/04/2016,Servify,Consumer Internet,Gadget & Appliances Service App,Mumbai,"Blume Ventures, Barkawi Holdings GmbH, TM Service Technology Holdings GmbH",Private Equity,N/A,nan
+1751,06/04/2016,Shipsy,Logistics,Logistics Solutions,Gurgaon,DTDC Express Ltd,Private Equity,"10,00,000",nan
+1752,06/04/2016,gear6,Consumer Internet,Online bike service and repairs platform,Bangalore,Ninestarter,Seed Funding,"5,00,000",nan
+1753,06/04/2016,MyGlamm,Consumer Internet,Mobile based on-demand Beauty Services platform,Mumbai,L\\xe2\\x80\\x99Occitane,Private Equity,"60,00,000",nan
+1754,06/04/2016,Petoo,Consumer Internet,Online Food Delivery Platform,Bangalore,Axilor Ventures,Private Equity,"10,00,000",nan
+1755,07/04/2016,Truly Social,Consumer Internet,Mobile Gaming Studio,London,Nazara Technologies Pvt Ltd,Private Equity,N/A,nan
+1756,08/04/2016,Little Black Book,Consumer Internet,"Curated Food, event & Lifestyle guide",New Delhi,"IDG, Indian Angel Network",Seed Funding,N/A,nan
+1757,08/04/2016,Vahan,Education,Mobile Education Platform,Chennai,Villgro,Seed Funding,N/A,nan
+1758,08/04/2016,imedilane,Consumer Internet,Online Health Diagnosis platform,New Delhi,"Mahendra Patel, Nilender Chauhan",Seed Funding,"40,000",nan
+1759,11/04/2016,Living Local,Consumer Internet,Social discovery platform,Mumbai,Rattan Chadha,Seed Funding,"2,00,000",nan
+1760,11/04/2016,Vegfru,eCommerce,Online Fruit & Vegetable Marketplace,New Delhi,Wingify,Seed Funding,N/A,nan
+1761,11/04/2016,Oyo,Consumer Internet,Online Branded Budget Room Booking Service,New Delhi,"Softbank, Sequoia Capital, Lightspeed Venture Partners, Greenoaks Capital, DSG Consumer Partners and Venture Nursery",Private Equity,"10,00,00,000",nan
+1762,11/04/2016,PriceRaja,Consumer Internet,Price Comparison Portal,Gurgaon,Prashant Puri,Seed Funding,"3,00,000",nan
+1763,12/04/2016,MagicX,Consumer Internet,On-Demand Task Management App,Bangalore,"Kris Gopalakrishnan, Dr. Ranjan Pai",Seed Funding,"10,00,000",nan
+1764,12/04/2016,Happydemic,Consumer Internet,Artist Discovery & Booking platform,Mumbai,Shaan,Seed Funding,N/A,nan
+1765,12/04/2016,LenDenClub,Finance,Peer-to-Peer Lending Platform,Mumbai,"Anirudh Damani, Daud Ali, Narendra Karnavat, Vikas Kapoor, Vikram Lakhotia, Krishna Jhunjhunwaala, Jayesh Shah",Seed Funding,N/A,nan
+1766,12/04/2016,Indi.com,Consumer Internet,Video Social Network,N/A,Anil Kapoor,Seed Funding,N/A,nan
+1767,13/04/2016,Legalraasta,Consumer Internet,Online legal Services for Startups,New Delhi,"Pravin Khandelwal, Yatin Kumar Jain",Seed Funding,"10,00,000",nan
+1768,13/04/2016,RainCan,Consumer Internet,Subscription-based grocery delivery Mobile App,Pune,Dr. Aniruddha Malpani,Seed Funding,"1,50,000",nan
+1769,13/04/2016,Hippily,eCommerce,Fashion ECommerce App,Mumbai,"Dr. Sridhar Ramaswamy, Rakesh Mathur",Seed Funding,"2,50,000",nan
+1770,13/04/2016,kredX,eCommerce,Invoice discounting\\xc2\\xa0 Marketplace,Bangalore,"Prime Venture Partners,",Seed Funding,"7,50,000",nan
+1771,14/04/2016,Wedwise,Consumer Internet,Wedding related services community,New Delhi,StartUp Equity Partners,Seed Funding,N/A,nan
+1772,14/04/2016,BeaconsTalk,Technology,contextual mobile advertising,Mumbai,"Rajeev Agrawal, Prashant Gooty",Seed Funding,"1,00,000",nan
+1773,15/04/2016,Deal 4Loans,Consumer Internet,Loan Comparison Portal,Noida,"Ram Shriram, Neeraj Arora, Puru Vashishtha",Seed Funding,N/A,nan
+1774,15/04/2016,RenewBuy,Consumer Internet,Online Car & Bike Insurance Comparison portal,New Delhi,Mount Nathan Advisors,Seed Funding,"10,00,000",nan
+1775,15/04/2016,Blue Box Media,Consumer Internet,Online Tech Portals,Jaipur,"Mahavir Pratap Sharma, Ajay Data, Yogesh Chaudhary, Sanjay Phophaliya, Siddharth Agarwal, Kamal Kothari",Seed Funding,N/A,nan
+1776,15/04/2016,Vyomo,Consumer Internet,On-Demand Beauty Service provider,New Delhi,Naturals Salon Chain,Private Equity,"1,50,00,000",nan
+1777,15/04/2016,Organicshop,eCommerce,Marketplace for organic products,Jaipur,"Vivek Nathani, Yogesh Chaudhary, Mahavir Pratap Sharma, Kamal Kothari, H C Jain",Seed Funding,N/A,nan
+1778,15/04/2016,MInd Your Fleet,Consumer Internet,Car Rental Software,Noida,Undisclosed Investors,Seed Funding,N/A,nan
+1779,15/04/2016,NestAway,Consumer Internet,Furnished Home Rental Platform,Bangalore,Tiger Global,Private Equity,"3,00,00,000",nan
+1780,15/04/2016,Tapchief,Consumer Internet,Expert Advice Platform,Bangalore,Vijay Shekhar Sharma,Seed Funding,"1,50,000",nan
+1781,18/04/2016,Rapido,Consumer Internet,Bike Aggregator App,Bangalore,"Pawan Munjal, AdvantEdge Partners, Astarc Ventures",Private Equity,N/A,nan
+1782,18/04/2016,Yufta,eCommerce,Women\\xe2\\x80\\x99s Fashion ECommerce Portal,Bangalore,Ajay Data & other HNIs,Seed Funding,N/A,nan
+1783,18/04/2016,Smytten,eCommerce,Online Discovery and Shopping Platform,Gurgaon,Rajan Anandan,Seed Funding,N/A,nan
+1784,18/04/2016,Houssup,Consumer Internet,interior design and home furnishing portal,Jaipur,"Mitin Patel, Gaurav Agarwal",Seed Funding,N/A,nan
+1785,18/04/2016,Jugnoo,Consumer Internet,On-demand Delivery & Logistics platform,Chandigarh,Paytm & existing investors,Private Equity,"1,00,00,000",nan
+1786,18/04/2016,Tork Motocycles,Auto,Electric Motorcycle Manufacturer,Pune,"Bhavish Aggarwal, Ankit Bhati",Seed Funding,N/A,nan
+1787,19/04/2016,Betaout,eCommerce,customer intelligence and marketing automation platform,Noida,"Stanford Angels, LetsVenture, Chennai Angels, Hyderabad Angels, Mumbai Angels",Private Equity,"15,00,000",nan
+1788,19/04/2016,DriversCart,Consumer Internet,on-demand chauffeur provider,Chennai,ah! Ventures,Seed Funding,"4,50,000",nan
+1789,19/04/2016,LensKart,eCommerce,Eyewear etailing platform,New Delhi,Ratan Tata,Private Equity,N/A,nan
+1790,19/04/2016,CollegeDekho,Consumer Internet,College & Student information platform,New Delhi,Man Capital,Private Equity,"20,00,000",nan
+1791,19/04/2016,OYOfit,Consumer Internet,Fitness Services Aggregator platform,Bangalore,RN Agarwal,Seed Funding,N/A,nan
+1792,19/04/2016,Oliveboard,Consumer Internet,Online exam practice & preparation platform,Bangalore,India Educational Investment Fund,Private Equity,N/A,nan
+1793,19/04/2016,Simplilearn,Consumer Internet,Online certification platform,Bangalore,Brand Capital,Private Equity,N/A,nan
+1794,20/04/2016,1mg,eCommerce,Online Pharmacy,Gurgaon,"Maverick Capital Ventures, Sequoia Capital, Omidyar Network",Private Equity,"1,50,00,000",nan
+1795,20/04/2016,Fashalot,Consumer Internet,Fashion and Store discovery mobile app,New Delhi,"YourNest Angel Fund, Rajul Garg",Seed Funding,N/A,nan
+1796,20/04/2016,Broomberg,Consumer Internet,Cleaning Services Provider,New Delhi,Undisclosed Angel investors & HNIs,Seed Funding,N/A,nan
+1797,21/04/2016,m.paani,Consumer Internet,Loyalty rewards platform,Mumbai,"Blume Ventures, Adil Allana, Aprameya Radhakrishna, Gautam Ivatury, Signal Point Partners",Seed Funding,N/A,nan
+1798,21/04/2016,Yufta,eCommerce,hyperlocal fashion retail platform,Jaipur,Ajay Data & undisclosed HNIs,Seed Funding,N/A,nan
+1799,21/04/2016,mishTag,Consumer Internet,"Style, Fashion Discovery Mobile app",New Delhi,"M&Y Partners, SVG Media, Anthil Ventures & others",Seed Funding,N/A,nan
+1800,21/04/2016,Advanced Structures India,Auto,Automotive Design and Engineering company,Bangalore,GirnarSoft,Private Equity,N/A,nan
+1801,22/04/2016,Licious,eCommerce,Mobile based Meat ordering App,Bangalore,Mayfield India II Management Ltd,Private Equity,"30,00,000",nan
+1802,22/04/2016,Knolskae,Consumer Internet,Educational Gamification & Simulation platform,Bangalore,"Inventus Capital Partners, HR Fund",Private Equity,N/A,nan
+1803,22/04/2016,Druva,Technology,Converged Backup & Data Protection Solutions for Enterprises,Pune,"NTT Finance, Telephone Corporation",Private Equity,N/A,nan
+1804,22/04/2016,TOKO Innovation Studios,Consumer Internet,Children\xe2\x80\x99s Entertainment Games & Products,New Delhi,Indian Angel network,Seed Funding,"4,50,000",nan
+1805,25/04/2016,Commut,Consumer Internet,Shuttle Service Provider,Hyderabad,50K Ventures,Seed Funding,"2,00,000",nan
+1806,25/04/2016,intouchapp,Consumer Internet,Contact Management Mobile App,Pune,Blume Ventures,Seed Funding,N/A,nan
+1807,25/04/2016,Dropkaffe,Food & Beverage,Ready-to-Drink Beverage Producer,Bangalore,"GrowthStory, Apurva Salapuria, Hitesh Oberoi, Sidharth Pansari, Nirupa Shankar",Seed Funding,"5,50,000",nan
+1808,26/04/2016,Transerv,Consumer Internet,Digital Payments platform,Mumbai,"IDFC SPICE Fund, Micromax Informatics",Private Equity,"1,50,00,000",nan
+1809,26/04/2016,ClearTax,Consumer Internet,Online filing of Tax returns,Bangalore,"Max Levchin, Scott Banister",Private Equity,"13,00,000",nan
+1810,26/04/2016,Roposo,eCommerce,Social Fashion ECommerce Discovery platform,Gurgaon,Bertelsmann India Investments,Private Equity,"1,50,00,000",nan
+1811,27/04/2016,MilkBasket,Consumer Internet,Micro Grocery Delivery Platform,Gurgaon,EVC Ventures,Seed Funding,"5,00,000",nan
+1812,27/04/2016,CareonGO,Consumer Internet,Online Pharmacy,,"Farooq Oomerbhoy, Anupam Mittal, Anand Mittal, Ravi Garikipati, Vibhu Garg, Singapore Angel Network, Konglo Ventures",Seed Funding,N/A,nan
+1813,27/04/2016,RailYatri,Consumer Internet,Train Related Information portal,Noida,"Nandan Nilekani, Helion Ventures, Omidyar Networks, Blume Ventures",Private Equity,N/A,nan
+1814,27/04/2016,ICHR,Consumer Internet,Mobile based Children health Information app,New Delhi,Undisclosed,Seed Funding,"4,50,000",nan
+1815,27/04/2016,Murgency,Consumer Internet,Medical Emergency Response App,Mumbai,Axilor Ventures,Private Equity,N/A,nan
+1816,28/04/2016,The Wedding Brigade,Consumer Internet,Online Wedding Information Portal,Mumbai,Blume Ventures & Other unnamed Investors,Seed Funding,"6,00,000",nan
+1817,28/04/2016,DocsApp,Consumer Internet,Online Doctor Discovery & Chat platform,Bangalore,"Rebright Partners, Anand Rajaraman, Venky Harinarayan",Private Equity,"12,00,000",nan
+1818,29/04/2016,Impact Guru,Consumer Internet,Online Crowdfunding platform for NGOs & Social Projects,Mumbai,"RB Investments, Fundnel",Seed Funding,"5,00,000",nan
+1819,29/04/2016,LetReach,eCommerce,ECommerce SAAS Solutions,New Delhi,vCommission,Private Equity,"1,00,000",nan
+1820,01/03/2016,DriveU,Consumer Internet,Chauffeurs Discovery for private car owners,Bangalore,Unitus Seed Fund,Seed Funding,N/A,nan
+1821,01/03/2016,Gympik,Consumer Internet,"Fitness Centres, Gym Discovery online marketplace",Bangalore,RoundGlass Partners,Private Equity,N/A,nan
+1822,01/03/2016,Testbook,Consumer Internet,Online Test Preparation Platform,Mumbai,S Chand & Co,Private Equity,N/A,nan
+1823,01/03/2016,IQlect,Technology,Big Data Analytics Platform,Bangalore,"Lip-Bu Tan, Michael Marks, Nicolas Braithwaite",Private Equity,N/A,nan
+1824,02/03/2016,MoMark,Consumer Internet,Mobile Wallet Aggregation platform,Noida,YourNest Angel Fund,Private Equity,"6,00,000",nan
+1825,02/03/2016,Skedool,Consumer Internet,AI based Office Assistant Mobile App,Seattle / Bangalore,"Kludein LLC\\nPhanindra Sama, Narayan Ramachandran, Pranav Pai",Seed Funding,N/A,nan
+1826,02/03/2016,Systemantics,Technology,Industrial robots maker,Bangalore,"Nandan Nilekani, Accel Partners",Private Equity,"14,00,000",nan
+1827,03/03/2016,Vertuals,Technology,Audio Visual Digital Content creators for Brands,Mumbai,Dino Morea,Seed Funding,N/A,nan
+1828,03/03/2016,Imarticus Learning,Education,Financial Services & Analytics Education Institute,Mumbai,"Blinc Advisors, Amit Nanavati, Tashwinder Singh, Taranjit Jaswal, Amit Khanna",Private Equity,"10,00,000",nan
+1829,03/03/2016,Shouut,Consumer Internet,Social Discovery Mobile app,New Delhi,Undisclosed investor,Seed Funding,"5,00,000",nan
+1830,04/03/2016,TinyStep,Consumer Internet,Parenting Social Network Platform,Bangalore,Matt Glickman,Private Equity,N/A,nan
+1831,04/03/2016,Aahaa,ECommerce,Office Products Super Store,Chennai,"YourNest Angel Fund,",Private Equity,"10,00,000",nan
+1832,04/03/2016,Arcatron Mobility,Technology,Smart wheelchair Design and Development,Pune,"Sudhir Mehta, Anoop Hingorani",Seed Funding,N/A,nan
+1833,04/03/2016,FTCash,Consumer Internet,Mobile Payments Platform,Kolkata,IvyCap Ventures,Seed Funding,"1,50,000",nan
+1834,04/03/2016,Civilsdaily,Consumer Internet,Civil Services News Aggregator,New Delhi,Manoj Kumar & Other undisclosed investors,Seed Funding,N/A,nan
+1835,04/03/2016,Zappka,Consumer Internet,Mobile App discovery and review platform,Gurgaon,"Daman Soni, Rajat Gupta & Others",Seed Funding,"1,00,000",nan
+1836,04/03/2016,Tarusa World,ECommerce,Handicraft products eTailer,Mumbai,Mohit Gulati,Seed Funding,N/A,nan
+1837,04/03/2016,medECUBE,Healthcare,Healthcare related Services provider,Gurgaon,Artiman Ventures,Private Equity,"40,00,000",nan
+1838,07/03/2016,N.O.W,Consumer Internet,Bike Taxi Service & Hyperlocal Delivery App,Noida,"Ruchirans Jaipuria, Anuj Sanghi",Seed Funding,"5,00,000",nan
+1839,07/03/2016,Ninjacart,ECommerce,B2B marketplace for Farmers & Retailers,Bangalore,"Accel Partners, Qualcomm Ventures, M&S Partners, Zop Smart",Private Equity,"30,00,000",nan
+1840,07/03/2016,Reach,Consumer Internet,Cross Platform P2P file sharing mobile app,Bangalore,"Rebright Partners, Sol Primero, Sudhir Anandarao, Ankur Warikoo, Ankur Singla",Seed Funding,"5,00,000",nan
+1841,07/03/2016,Vanity Cube,Consumer Internet,Hyperlocal Beauty Services platform,New Delhi,Unicorn Ventures,Seed Funding,"2,50,000",nan
+1842,07/03/2016,Wooplr,ECommerce,Curated Fashion ECommerce portal,Bangalore,"Naveen Tewari, Abhay Singhal, Amit Gupta, Piyush Shah, Raghunandan G, Rajiv Mehta",Seed Funding,N/A,nan
+1843,07/03/2016,Medidaili,Consumer Internet,Medical Support service platform,Bangalore,Undisclosed private investors,Seed Funding,"1,00,000",nan
+1844,08/03/2016,Finomena,Technology,Credit Worthiness Big Data Analytics,New Delhi,Matrix Partners India,Private Equity,N/A,nan
+1845,08/03/2016,Cookaroo,Consumer Internet,Food Delivery Platform,Bangalore,Vijay Krishna Yadav,Seed Funding,N/A,nan
+1846,08/03/2016,vPhrase Analytics,Technology,AI based data analytics platform,Mumbai,"Apoorv Ranjan Sharma, Daud Ali and others",Seed Funding,N/A,nan
+1847,08/03/2016,LoveCycles,Consumer Internet,Women\\xe2\\x80\\x99s health Tracker,Bangalore,Prime Venture Partners,Seed Funding,"7,50,000",nan
+1848,08/03/2016,Kartrocket,ECommerce,ECommerce SAAS platform,New Delhi,"Undisclosed Japanese investor, Bertelsmann India Investments, Nirvana Digital India Fund, Nirvana Digital Investment Holding Co Ltd, 500 Start-Ups",Private Equity,"80,00,000",nan
+1849,08/03/2016,dunzo,Consumer Internet,Daily Task Management App,Bangalore,"Aspada Investment Advisors, Blume Ventures.",Seed Funding,"6,50,000",nan
+1850,09/03/2016,Indiamart,ECommerce,B2B Marketplace for SMBs,Noida,Amadeus Capital,Private Equity,N/A,nan
+1851,09/03/2016,SmartVizX,Technology,Virtual Reality Solutions,Noida,"Indian Angel Network, Stanford Angels, Entrepreneurs India",Seed Funding,"5,00,000",nan
+1852,09/03/2016,MyGubbi,Real Estate,Interior Design & Home D\\xc3\\xa9cor Solutions,Bangalore,"Vipul Parekh, ajesh K Murthy,",Seed Funding,"25,00,000",nan
+1853,09/03/2016,Nukkad Shops,Consumer Internet,Hyperlocal Grocery Delivery Service,Hyderabad,PurpleTalk Inc,Seed Funding,"10,00,000",nan
+1854,09/03/2016,Cloudacar,Consumer Internet,Carpooling Mobile App,Pune,"Amit Choudhary, Anuj Puri",Seed Funding,N/A,nan
+1855,09/03/2016,Justride,Consumer Internet,Self Drive Car Rental,Mumbai,Dheeraj Jain & Other angel investors,Seed Funding,"4,00,000",nan
+1856,09/03/2016,Yana,Consumer Internet,Personal AI Transaction Engine App,Gurgaon,"Puneet Gupta,",Seed Funding,N/A,nan
+1857,10/03/2016,Big Fish Ventures,Food & Beverage,premium dining lounges Chain,New Delhi,Undisclosed investors,Private Equity,"1,11,00,000",nan
+1858,10/03/2016,Stylflip,ECommerce,Pre-Owned Fashion marketplace mobile app,Mumbai,"Raj Gala Shah, Zaheer Memon",Seed Funding,N/A,nan
+1859,10/03/2016,Icertis,Technology,Contract Management Software Solutions platform,Pune/Seattle,"Ignition Partners, Greycroft Partners, Fidelity Growth Partners India",Private Equity,"1,50,00,000",nan
+1860,10/03/2016,Supplified,ECommerce,Construction material eTailer,New Delhi,Mohit Goel,Seed Funding,"10,00,000",nan
+1861,11/03/2016,JollyFoodFellow,Technology,Food Related Marketing & Branding platform,Ahmedabad,Janak Parikh,Seed Funding,N/A,nan
+1862,14/03/2016,PinkBlue,ECommerce,Medical Supplies eTailer,Bangalore,"Hari Krishna, Ajay Modani, Dr V Ravinder, Anirudh Rastogi, Abhishek Jain, Rakesh Gakhar, Rajeev Mudumba, Nagendra Prasad Bhanuprakash",Seed Funding,"2,23,608",nan
+1863,14/03/2016,TruckingCube,Logistics,"Domestic, Commercial, and Industrial Goods Movers",New Delhi,Agarwal Movers Group,Private Equity,"1,49,00,000",nan
+1864,14/03/2016,eSwasthya,Consumer Internet,Online Medicine Delivery Aggregator,Ahmedabad,Hemang Sahani,Seed Funding,N/A,nan
+1865,15/03/2016,FlipClass,Consumer Internet,Tutor Search Platform,Bangalore,"S Chand and Co Pvt Ltd, Blume Ventures",Private Equity,"10,00,000",nan
+1866,15/03/2016,Proximit,Technology,Advertising Technology,Pune,Funding through 1Crowd platform,Seed Funding,"1,50,000",nan
+1867,15/03/2016,WithMe,Consumer Internet,Personalized Fashion App,Gurgaon,"Alex Kuruvilla, Pradeep Guha, Saket Dhankar, Rajan Pandhare",Seed Funding,"2,50,000",nan
+1868,16/03/2016,Gapoon,Consumer Internet,Hyperlocal Home Maintenance services,Bangalore,"Chandrashekar Tallapragada, Pankaj Kapoor",Seed Funding,"1,80,000",nan
+1869,16/03/2016,Avagmah,Consumer Internet,Online Education Portal,Bangalore,"Kris Gopalakrishnan, Atul Nishar",Seed Funding,N/A,nan
+1870,16/03/2016,WorkIndia,Consumer Internet,Online Job Board,Mumbai,Beenext,Seed Funding,N/A,nan
+1871,16/03/2016,Wealthy,Consumer Internet,Online Investment management portal,Bangalore,"Zishaan Hayath, Abhishek Goyal, Arjun and Rohan Malhotra, Harpreet Singh Grover, Gagan Dugal",Seed Funding,"2,50,000",nan
+1872,17/03/2016,Pramati,Healthcare,Specialized Patient Care platform,Noida,Undisclosed investors,Seed Funding,"2,00,000",nan
+1873,17/03/2016,Qlivery,Consumer Internet,Ondemand Concierge Service,Gurgaon,Swastika Company Ltd,Seed Funding,"2,30,000",nan
+1874,17/03/2016,HealthEnablr,Consumer Internet,Doctor Discovery and booking platform,Mumbai,Undisclosed investors,Seed Funding,"8,00,000",nan
+1875,17/03/2016,Liftiee,Consumer Internet,Car/ bike Pooling App,Mumbai,"Rannvijay Singh, Anita Hassanandani",Seed Funding,"1,08,000",nan
+1876,18/03/2016,Hello Curry,Food & Beverage,Quick Service Restaurant Chain,Hyderabad,Sashi Reddi & Other unnamed investors,Private Equity,"15,00,000",nan
+1877,19/03/2016,goSporto,Consumer Internet,Online Sports discovery and booking platform,New Delhi,Naveen Gupta,Seed Funding,"30,000",nan
+1878,21/03/2016,OneClickWash,Consumer Internet,Online Laundry & Washing service Booking & Delivery,Gurgaon,Unitus Seed Fund,Seed Funding,N/A,nan
+1879,21/03/2016,Girnar Software,Consumer Internet,Online News Media Network,Jaipur,Google Capital,Private Equity,N/A,nan
+1880,21/03/2016,Room On Call,Consumer Internet,Budget hotel aggregator,Gurgaon,CASHurDRIVE Marketing Pvt Ltd,Private Equity,"20,00,000",nan
+1881,22/03/2016,Byju\\xe2\\x80\\x99s,Consumer Internet,Educational Video Content Creator,Bangalore,"Sequoia India, Sofina",Private Equity,"7,50,00,000",nan
+1882,22/03/2016,BigBasket,eCommerce,Online Grocery Shop,Bangalore,Abraaj Group,Private Equity,"15,00,00,000",nan
+1883,22/03/2016,DrivoJoy,Consumer Internet,On-demand 2-wheeler Servicing platform,Bangalore,"Indian Angel Network, Tracxn Labs & Others",Seed Funding,"6,00,000",nan
+1884,22/03/2016,Smartron,Technology,Internet of Things Device manufacturer,Bangalore,Sachin Tendulkar,Private Equity,N/A,nan
+1885,22/03/2016,LifCare,Consumer Internet,Online Pharmacy portal,Jaipur,"Rajul Garg, Alok Mittal, Kunal Shah, Rishi Mandawat, Dheeraj Jain, Sandeep Tandon, Dexter Angel Circle",Seed Funding,N/A,nan
+1886,22/03/2016,CreditSeva,Consumer Internet,Online Credit management tools,Hyderabad,"Pix Vine Capital, Infocomm Development Authority of Singapore",Seed Funding,"3,60,000",nan
+1887,22/03/2016,CityShor,Consumer Internet,online lifestyle media recommendation portal,Ahmedabad,GAIN,Seed Funding,N/A,nan
+1888,23/03/2016,Endless Robotics,Technology,Interior Painting Automation,Hyderabad,"Devidas Desai, Vipul Gautam, Singapore Angel Network",Seed Funding,"1,00,000",nan
+1889,23/03/2016,SP Robotics,Technology,Robotic Classes for Students,Chennai,"Indian Angel Network,",Seed Funding,"3,00,000",nan
+1890,23/03/2016,StalkBuyLove,eCommerce,Fashion eTailer,New Delhi,"500 Startups, Littlerock, Singularity Ventures",Seed Funding,N/A,nan
+1891,23/03/2016,eKincare,Consumer Internet,Healthcare related solutions,Hyderabad,"BitChemy Ventures, Maheshwari Investments Pvt Ltd, Anshoo Gaur, Rama Krishna Reddy, Sandeep Seerapu",Private Equity,"3,30,000",nan
+1892,23/03/2016,HashLearn,Consumer Internet,Mobile based private tutoring services,,"Bhavish Aggarwal, Binny Bansal,\\xc2\\xa0 Rajan Anandan, Mekin Maheshwar, Sunil Kalra, Anupam Mittal, Krishna Mehra, Singapore Angel Network",Seed Funding,N/A,nan
+1893,23/03/2016,Wheelstreet,Consumer Internet,Online Bike Rental platform,Bangalore,Broadbean Capital services,Private Equity,"5,00,000",nan
+1894,24/03/2016,Horntell,Consumer Internet,Unified Push Notification service,Gurgaon,"Bharanidharan Viswanathan, Sanjiv Mittal, Shobhit Shukla, Rahul Agarwal",Seed Funding,"1,50,000",nan
+1895,28/03/2016,Schoolkart,eCommerce,Online Marketplace for Schools,Noida,Undisclosed investors,Seed Funding,"3,00,000",nan
+1896,29/03/2016,HealthEminds,Consumer Internet,Online mental healthcare,Bangalore,Robin Utthappa,Seed Funding,N/A,nan
+1897,29/03/2016,Babygogo,Consumer Internet,Child healthcare experts aggregator mobile app,New Delhi,"Rajul Garg, Daljit Singh, Aditya Vij, Kishore Kumar, Shuchin Bajaj",Seed Funding,"3,00,000",nan
+1898,29/03/2016,Veritas Finance,Finance,Asset Based Lending platform,Chennai,Sarva Capital,Private Equity,"47,00,000",nan
+1899,29/03/2016,QikShip,Consumer Internet,Mobile based Logistics provider,New Delhi,undisclosed investors,Seed Funding,"2,00,000",nan
+1900,29/03/2016,FixNix,Consumer Internet,GRC SAAS Platform,Chennai,Jay Vijayan,Seed Funding,"5,00,000",nan
+1901,30/03/2016,True Balance,Technology,Mobile Balance Check App,Gurgaon,SoftBank Ventures Korea,Private Equity,N/A,nan
+1902,30/03/2016,Touchkin,Healthcare,Predictive Healthcare platform,Bangalore,"Alok Mittal, Amit Gupta, Anuj Srivastava, Himanshu Aggarwal, Raghunandan G, Puneet Agarwal",Seed Funding,"4,00,000",nan
+1903,31/03/2016,SwitchMe,Consumer Internet,Home Loan Rate comparison platform,Mumbai,"Mohandas Pai, Hiro Mashita, Singapore Angel Network, 500 Startups, Rajan Anandan, Ajay Sarupria",Seed Funding,N/A,nan
+1904,31/03/2016,Transcell,Healthcare,Family Stem Cell Banking Services,Hyderabad,Indian Angel Network,Seed Funding,N/A,nan
+1905,01/02/2016,Blue Tokai Coffee,ECommerce,Specialty Coffee Etailer,New Delhi,Snow Leopard Technology Ventures,Seed Funding,N/A,nan
+1906,02/02/2016,Altizone,Technology,IoT & M2M Solutions,Pune,"Wipro Ventures,\\xc2\\xa0 Lumis Partners",Private Equity,"40,00,000",nan
+1907,02/02/2016,Oust App,Consumer Internet,Competitive Exam Preparation Platform,Bangalore,"T V Mohandas Pai,\\xc2\\xa0 Aarin Capital",Seed Funding,N/A,nan
+1908,02/02/2016,Strike,Consumer Internet,Mobile Email productivity tool,Bangalore,Multiple investors through Ten Minute Million competition,Seed Funding,"22,500",nan
+1909,02/02/2016,MaaxMarket,Consumer Internet,Marketing Automation platform,N/A,Multiple investors through Ten Minute Million competition,Seed Funding,"22,500",nan
+1910,02/02/2016,Gamooz,Technology,Augmented Reality Solutions,Gurgaon,Multiple investors through Ten Minute Million competition,Seed Funding,"22,500",nan
+1911,02/02/2016,SoundSurround,Technology,Audio Technology Solutions,Mumbai,Multiple investors through Ten Minute Million competition,Seed Funding,"22,500",nan
+1912,03/02/2016,Mazkara,Consumer Internet,Beauty & Wellness Platform,Pune / Dubai,Dunamis Ventures Pte Ltd.,Seed Funding,"10,00,000",nan
+1913,03/02/2016,RoadGods,ECommerce,Auto Spare Parts eTailer,New Delhi,Green House Ventures (GHV),Seed Funding,"1,00,000",nan
+1914,03/02/2016,Pindropmusic,Consumer Internet,Music Discovery Mobile App,Noida,Green House Ventures (GHV),Seed Funding,"1,00,000",nan
+1915,03/02/2016,Woodpie,Consumer Internet,Book Recommendation Service,Bangalore,Ingram Content Group,Seed Funding,"30,000",nan
+1916,04/02/2016,Perfumery,ECommerce,Fragrances & Perfume eTailer,New Delhi,Oranda Global & Others,Seed Funding,"30,000",nan
+1917,05/02/2016,Magic Crate,Education,Children Education Platform,Bangalore,"TV Mohandas Pai, Aarin Capital",Seed Funding,N/A,nan
+1918,05/02/2016,ZenDrive,Technology,Safe Driving Data & Analytics platform,Bangalore / SFO,"Sherpa Capital, Nyca Partners and Thomvest Ventures",Private Equity,"1,35,00,000",nan
+1919,05/02/2016,Smartcooky,ECommerce,Marketplace for Health Foods,New Delhi,"Vandana Luthra,",Private Equity,N/A,nan
+1920,05/02/2016,Turtlemint,Consumer Internet,online personalized insurance platform,Mumbai,Nexus Venture Partners,Private Equity,N/A,nan
+1921,05/02/2016,BHIVE,Real Estate,Workspace Rentals,Bangalore,"Raghunandan G, Venturesity, Arihant Patni",Seed Funding,N/A,nan
+1922,05/02/2016,Gingercrush,Ecommerce,Personalized Products & Merchandize eTailer,Vadodara,"Saha Fund, TV Mohandas Pai, Zia Mody, Mumbai Angels, Ananda Kallugadde, Rakesh Desai, Rakesh Malhotra",Private Equity,"10,00,000",nan
+1923,05/02/2016,American Vision,Consumer Internet,Optical Store Aggregator Platform,Pune,Undisclosed investors,Seed Funding,"81,000",nan
+1924,05/02/2016,DawaiLelo,Consumer Internet,Healthcare Services & Online Pharmacy Mobile App,Varanasi,Undisclosed investors,Seed Funding,"52,000",nan
+1925,06/02/2016,Heads Up For Tails,Ecommerce,Pet Products eTailer,New Delhi,Undisclosed investors,Seed Funding,"10,00,000",nan
+1926,06/02/2016,LiveNutriFit,Healthcare,Weight loss & Healthcare Info portal,New Delhi,"Mohit Goel, Vinod Jain & Others",Seed Funding,N/A,nan
+1927,08/02/2016,Moglix,Ecommerce,Industrial & Home Products Marketplace,New Delhi,Ratan Tata,Private Equity,N/A,nan
+1928,08/02/2016,iStyleYou,Consumer Internet,Personal Fashion Stylist App,Gurgaon,Green House Ventures (GHV),Seed Funding,"1,00,000",nan
+1929,08/02/2016,AdUrCup,Consumer Internet,Ad Network,New Delhi,Green House Ventures (GHV),Seed Funding,"1,00,000",nan
+1930,08/02/2016,Weddingz,Consumer Internet,online marketplace for wedding venues and vendors,Mumbai,Sixth Sense Ventures,Private Equity,N/A,nan
+1931,08/02/2016,Urban Dhobi,Consumer Internet,On Demand Laundry Services,Jaipur,"Vinod Bansal, Sanjeev Singhal",Seed Funding,N/A,nan
+1932,08/02/2016,Gray Routes,Consumer Internet,Last mile logistics solutions,Mumbai,"Mahesh Parasuraman, Rahul Gautam & Others",Seed Funding,N/A,nan
+1933,08/02/2016,Xpressbees,ECommerce,ECommerce Logistics solutions,Pune,"SAIF Partners, IDG Ventures India, Vertex Ventures, Valiant Capital",Private Equity,"1,25,00,000",nan
+1934,08/02/2016,Invictus Oncology,Healthcare,Cancer therapeutic Info & Solutions,New Delhi,Ratan Tata,Private Equity,N/A,nan
+1935,08/02/2016,Hansel.io,Technology,Mobile App Tech Solutions,Bangalore,"Endiya Partners, Mekin Maheshwari, Rajesh Sawhney",Seed Funding,N/A,nan
+1936,09/02/2016,Inc42,Consumer Internet,Startup Focused Media News Portal,New Delhi,"India Ventures, Aarin Capital & Others",Seed Funding,N/A,nan
+1937,09/02/2016,GOQii,Technology,Personalized fitness coaching & Fitness band,Mumbai,Edelweiss Financial Services,Private Equity,N/A,nan
+1938,10/02/2016,Capzest,Consumer Internet,Digital Lending Platform,Mumbai,Lion Ventures,Seed Funding,"2,00,000",nan
+1939,10/02/2016,GlamStudios,Consumer Internet,Online Salon Aggregator,Noida,Aqeel Ahmed,Seed Funding,N/A,nan
+1940,10/02/2016,Affimity,Consumer Internet,Social Networking platform,Bangalore,undisclosed investors,Seed Funding,"12,00,000",nan
+1941,10/02/2016,Anandakanda,Technology,Medicine Intake Reminder System,Pune,undisclosed investors,Seed Funding,"1,50,000",nan
+1942,10/02/2016,JoulestoWatts,Technology,IT services & Talent collaboration services startup,Bangalore,Manipal Global Education Services,Seed Funding,N/A,nan
+1943,10/02/2016,Shopkirana,Consumer Internet,Retailer Supply Chain platform,Indore,"Atul Jain, Anil Gelra, Jaikumar Nair",Seed Funding,N/A,nan
+1944,10/02/2016,Stylofie,Consumer Internet,Online Beauty Parlour search & discovery Platform,Gurgaon,Jaideep Mehta,Seed Funding,N/A,nan
+1945,10/02/2016,OyBob,eCommerce,Hyperlocal Products & Services marketplace,Gurgaon,Sachin Dalal,Seed Funding,N/A,nan
+1946,12/02/2016,ActOnMagic,Technology,Cloud Analytics and Management Products,Bangalore,Jayabalan Subramanian,Seed Funding,"1,25,000",nan
+1947,12/02/2016,Bonhomia,Food & Beverage,premium Tea and Coffee,New Delhi,"Alok Rawat, Grey Orange Robotics",Seed Funding,"10,00,000",nan
+1948,12/02/2016,iGrenEnergi,Technology,Solar Power Solutions,Mumbai,Sunil Mehta,Seed Funding,"10,00,000",nan
+1949,12/02/2016,RKSV,Consumer Internet,Online Stock Trading Platform,Mumbai,Kalaari Capital,Private Equity,"40,00,000",nan
+1950,15/02/2016,Aasaanjobs,Consumer Internet,Online Recruitment Marketplace,Mumbai,"Aspada Advisors, IDG Ventures,\\xc2\\xa0 Inventus Capital",Private Equity,"50,00,000",nan
+1951,15/02/2016,Snapdeal,eCommerce,Horizontal Online Marketplace,New Delhi,Ontario Teachers\\xe2\\x80\\x99 Pension Plan & Others,Private Equity,"20,00,00,000",nan
+1952,15/02/2016,Jugnoo,Consumer Internet,Transportation & On-demand delivery aggregator,Chandigarh,Saumya Tandon,Private Equity,N/A,nan
+1953,15/02/2016,Snapbizz,Technology,Connectivity platform for local grocery stores,Bangalore,Ratan Tata,Private Equity,N/A,nan
+1954,15/02/2016,GoYaNo,Consumer Internet,Events & Restaurant Discovery Marketplace App,Gurgaon,Mukesh Kumar Gupta,Seed Funding,"50,000",nan
+1955,15/02/2016,RentSher,Consumer Internet,Online Household Product Rental platform,Bangalore,"Vaibhav Doshi, Abhay Singhal, Vibhu Garg, Joby Babu, Abhishek Acharya, Manish Shah",Seed Funding,"3,00,000",nan
+1956,15/02/2016,Buddy,Finance,Micro Lending Platform for eCommerce purchases,Bangalore,"Blume Ventures,\\xc2\\xa0 Tracxn Labs",Seed Funding,"5,00,000",nan
+1957,15/02/2016,Legistify,Consumer Internet,Online Legal services platform,New Delhi,Ranjit Singh,Seed Funding,N/A,nan
+1958,16/02/2016,TableHero,Consumer Internet,Dynamic Restaurant Website creator,Bangalore,"GrowX Ventures, Kunal Shah, Sandeep Tandon, Haresh Chawla, Powai Lake Ventures, Globevestor",Seed Funding,"10,00,000",nan
+1959,16/02/2016,BetterPlace,Technology,Data analytics based Verification services Platform,Bangalore,Unitus Seed Fund,Seed Funding,"9,70,000",nan
+1960,16/02/2016,Salebhai,eCommerce,"Sweets, Eatables, Handicrafts Online Marketplace",Ahmedabad,"Virendra Shekhawat, Deepak Chokhani, Yogesh Patel & Others",Seed Funding,N/A,nan
+1961,16/02/2016,icustommadeit,eCommerce,Professional Custom creators Marketplace,Pune,"Brand Capital, Siddhivinayak Skyscrapers, Dinesh R. Challa",Private Equity,"40,00,000",nan
+1962,16/02/2016,Tring,Consumer Internet,Instant Messaging App,Pune,Vishwadeep Bajaj & Others,Seed Funding,N/A,nan
+1963,16/02/2016,Medinfi,Consumer Internet,Doctor & Clinics Discovery platform,Bangalore,"Rajnish Sinha, Prijit Debnath, Kanchan Ghoshal",Seed Funding,N/A,nan
+1964,17/02/2016,Timemytask,Consumer Internet,On-Demand home cleaning services,Mumbai,Lead Angels,Seed Funding,N/A,nan
+1965,17/02/2016,GameZop,Technology,Mobile Gaming Platform,New Delhi,"KWAN Entertainment & Marketing Solutions, Powerhouse Ventures & Others",Seed Funding,"3,50,000",nan
+1966,17/02/2016,Notary Mama,Consumer Internet,On-demand Legal documentation and registration service,Bangalore,"Dr Nandish Domlur, Amit Sandill",Seed Funding,N/A,nan
+1967,17/02/2016,The Viral Fever,Consumer Internet,Independent Online Video production company,Mumbai,Tiger Global,Private Equity,"1,00,00,000",nan
+1968,17/02/2016,Avanti Learning,Education,Private Coaching Classes,New Delhi,Michael & Susan Dell Foundation,Private Equity,"50,00,000",nan
+1969,17/02/2016,Bollant Industries,Technology,Eco-friendly consumer & packaging products,Hyderabad,Ratan Tata,Private Equity,N/A,nan
+1970,18/02/2016,GetVee,Consumer Internet,Matrimony & Couples only mobile platform,New Delhi,"Lightspeed Venture Partners, K Ganesh",Private Equity,N/A,nan
+1971,18/02/2016,HealthKumbh,Consumer Internet,Health related Information portal,Ahmedabad,Undisclosed investor,Seed Funding,"73,000",nan
+1972,18/02/2016,Unlaze,Consumer Internet,Social Networking app for outdoor interests,Gurgaon,"Sujal Shah, Dino Morea",Seed Funding,N/A,nan
+1973,18/02/2016,Tracxn,Technology,Indian Startup ecosystem trends analyzer & funding platform,Bangalore,"Nandan Nilekani, Mohandas Pai, Neeraj Arora, Anand Rajaraman, Girish Mathrubootham, Aneesh Reddy & Teruhide Sato",Private Equity,N/A,nan
+1974,18/02/2016,Careongo,ECommerce,Online Pharmacy store,New Delhi,Farooq Oomerbhoy & Other angel investors,Seed Funding,"3,00,000",nan
+1975,18/02/2016,Ark Robot,Technology,Warehouse Automation,Bangalore,Qualcomm (Through QPrize Contest),Seed Funding,"3,50,000",nan
+1976,19/02/2016,Jaypore,ECommerce,Ethnic Products marketplace,New Delhi,Aavishkaar,Private Equity,"50,00,000",nan
+1977,19/02/2016,Finance Buddha,Consumer Internet,Online Loan Comparison & Discovery platform,Bangalore,Chennai Angels,Seed Funding,N/A,nan
+1978,19/02/2016,AlmaConnect,Consumer Internet,Alumni social network,New Delhi,"Mohandas Pai, Varun Aggarwal",Seed Funding,N/A,nan
+1979,19/02/2016,Advantage Club,Consumer Internet,mobile platform for corporate employee benefits,Gurgaon,Purvi Ventures & Others,Seed Funding,"4,00,000",nan
+1980,19/02/2016,LocalRamu,Consumer Internet,mobile based aggregator for local service providers,Bangalore,3 undisclosed investors,Seed Funding,N/A,nan
+1981,22/02/2016,Baby Berry,Consumer Internet,Parenting Mobile app,Bangalore,Nitin Bagmane & Other undisclosed investors,Seed Funding,"10,00,000",nan
+1982,22/02/2016,Magicpin,Consumer Internet,Hyperlocal Discover Mobile App,New Delhi,Lightspeed India,Private Equity,"30,00,000",nan
+1983,22/02/2016,First Eat,Consumer Internet,Healthy Food Delivery platform,New Delhi,Undisclosed investor,Seed Funding,"1,00,000",nan
+1984,22/02/2016,SigTuple,Technology,Healthcare based Tech Solutions,Bangalore,"Sachin Bansal, Binny Bansal, Accel Partners & Others",Seed Funding,N/A,nan
+1985,22/02/2016,Taskbob,Consumer Internet,Hyperlocal Handyman services platform,Mumbai,"IvyCap Ventures, Orios Venture Partners, Mayfield India",Private Equity,"45,00,000",nan
+1986,22/02/2016,Styledotme,Consumer Internet,Mobile Fashion App,New Delhi,Indian Angel Network,Seed Funding,"37,000",nan
+1987,22/02/2016,NewsLaundry,Consumer Internet,Independent News Media Portal,New Delhi,"Omidyar Network,\\xc2\\xa0 Vikram Lal, Abhijit Bhandari, Mahesh Murthy, Shashank Bhagat",Private Equity,N/A,nan
+1988,23/02/2016,CupoNation,Consumer Internet,Deals and Discount platform,Gurgaon,"Rocket Internet AG, Holtzbrink Ventures, New Enterprise Associates (NEA), e.ventures, ru-Net, Deutsche Telekom Strategic Investments (DTSI), Silicon Valley Bank",Private Equity,"1,10,00,000",nan
+1989,23/02/2016,Aarav UAV,Technology,unmanned aerial vehicles creator,Kanpur,"StartupXseed Ventures, The Phoenix Fund and others",Seed Funding,N/A,nan
+1990,24/02/2016,Sayfix,Consumer Internet,Hyperlocal Home Services Provider,Bangalore,Yajnanarayana Kammaje,Seed Funding,"1,60,000",nan
+1991,24/02/2016,LoanZen,Consumer Internet,Peer to peer Lending marketplace,Bangalore,Tracxn Syndicate,Seed Funding,N/A,nan
+1992,24/02/2016,NoBroker,Consumer Internet,Peer to peer property listing platform,Bangalore,"Beenext, Digital Garage, Beenos, Qualgro, Mamoru Taniya, SAIF Partners",Private Equity,"1,00,00,000",nan
+1993,24/02/2016,AppilyEver,Consumer Internet,Online wedding services marketplace,Hyderabad,"Varun Aggarwal, Suresh Venkat, Raj Y",Seed Funding,"4,00,000",nan
+1994,24/02/2016,Pocketin,Consumer Internet,Hotel reservations & Deal platform,Noida,Swastika Company Ltd,Seed Funding,"1,50,000",nan
+1995,24/02/2016,FeetApart,Consumer Internet,Employee engagements & Rewards platform,Bangalore,Vishal Bali & Others,Seed Funding,N/A,nan
+1996,25/02/2016,OfBusiness,eCommerce,B2B commerce Marketplace,Gurgaon,Matrix Partners India,Private Equity,"50,00,000",nan
+1997,25/02/2016,CarveNiche,Consumer Internet,Personalized Learning Solutions & products,Bangalore,"Calcutta Angels, Lead Angels & Others",Seed Funding,N/A,nan
+1998,25/02/2016,Juspay,Consumer Internet,Digital Payments solutions,Bangalore,"Accel Partners, Ashish Hemrajani, Parikshit Dar, Rajesh Balpande",Private Equity,"58,00,000",nan
+1999,25/02/2016,Funcart,eCommerce,Party Supplies Etailer,New Delhi,Undisclosed HNIs,Seed Funding,"70,000",nan
+2000,26/02/2016,Freedom Smart Labs,Technology,IoT retail solutions,New Delhi,Kapil Goel,Seed Funding,"1,45,000",nan
+2001,26/02/2016,EduBridge,Consumer Internet,Skill development and vocational training platform,Mumbai,"Insitor Impact Asia Fund, Acumen Fund",Private Equity,"25,00,000",nan
+2002,29/02/2016,Nestaway,Consumer Internet,Online Home Rental Marketplace,Bangalore,Ratan Tata,Private Equity,N/A,nan
+2003,29/02/2016,Hopscotch,eCommerce,Baby & Kids Products Online Flash sales platform,Mumbai,Eduardo Saverin,Private Equity,"1,30,00,000",nan
+2004,29/02/2016,PinClick,Consumer Internet,Online real estate listings,Bangalore,Undisclosed investors,Private Equity,N/A,nan
+2005,01/01/2016,Smartcooky,ECommerce,Health Food / Personal Care Marketplace,New Delhi,"Rajan Anandan, Pramod Bhasin, Siddharth Pai, TV Mohandas Pai, Manvinder Singh Banga",Seed Funding,N/A,nan
+2006,01/01/2016,Helpi,Consumer Internet,On Demand Cleaning Services Mobile App,Mumbai,Undisclosed Investors,Seed Funding,N/A,nan
+2007,04/01/2016,DogSpot,ECommerce,Online Pet Store,Gurgaon,Ratan Tata,Seed Funding,N/A,nan
+2008,04/01/2016,Career360,Education,College Education Portal,New Delhi,MeritTrac,Private Equity,N/A,nan
+2009,04/01/2016,B9 Beverages,Food & Beverage,Craft Beer manufacturing company,New Delhi,"Sequoia Capital, Kunal Bahl, Rohit Bansal, Deepinder Goyal, Ashish Dhawan, Mayank Singhal",Private Equity,"60,00,000",nan
+2010,05/01/2016,WIMWI Foods,Food & Beverage,Healthy food manufacturing & sales startup,Ahmedabad,Centre for Innovation Incubation and Entrepreneurship (CIIE),Seed Funding,N/A,nan
+2011,05/01/2016,MyChild App,Education,Child Disorder Information & Education,Bhopal,"Samir Bangara, Anisha Mittal, Amit Gupta, Pallav Nadhani, Lalit Mangal, Arihant Patni, Dr. Ritesh Malik, Deobrat Singh, Saurab Paruthi, Singapore Angel Network.",Seed Funding,"1,00,000",nan
+2012,05/01/2016,Instaproc,ECommerce,B2B Procurement Marketplace for Office Products,Noida,Dinesh Agarwal,Seed Funding,N/A,nan
+2013,05/01/2016,360Ride,Consumer Internet,Ride Sharing platform,Bangalore,Undisclosed,Seed Funding,"1,50,000",nan
+2014,05/01/2016,Alef\\nMobitech,Consumer Internet,Cloud Mobility Solutions,Mumbai,Tata Capital Innovation Fund,Private Equity,"50,00,000",nan
+2015,06/01/2016,Tracxn,BFSI,Startup Funding Deal Discovery & Execution platform,Bangalore,Ratan Tata,Seed Funding,N/A,nan
+2016,06/01/2016,Qdesq,Real Estate,Branded Workspaces Aggregator,Gurgaon,"Dheeraj Jain, Jagdish Kumar, Bharat Gupta, Ankush Saigal, Praveen Saini",Seed Funding,N/A,nan
+2017,06/01/2016,Sensara,Technology,"TV Search, Guide and Remote mobile app",Bangalore,"Lalitesh Katragadda,\\xc2\\xa0 Ganayantrika Systems",Seed Funding,"7,50,000",nan
+2018,06/01/2016,Zebpay,Consumer Internet,Bitcoin Buying & Selling Mobile App,Ahmedabad,"Arjun Handa, Amit Jindal, Nagendra Chaudhary",Private Equity,"10,00,000",nan
+2019,06/01/2016,PlanMy\\nMedicalTrip,Healthcare,Medical Tourism platform,Pune,"Bhanu Vikram Parsotam, Rohan Desai and Paras Patel",Seed Funding,"1,50,000",nan
+2020,06/01/2016,MyCity4Kids,Education,Children Education & Information platform,Gurgaon,"SIDBI Venture Capital Limited, YourNest Angel Fund",Private Equity,"30,00,000",nan
+2021,06/01/2016,Justdakhila.com,Education,School Student admissions platform,New Delhi,Ankur Gupta,Seed Funding,"7,50,000",nan
+2022,07/01/2016,PitStop,Consumer Internet,Automobile Service Booking App,Bangalore,Myntra/LivSpace Founders,Seed Funding,N/A,nan
+2023,07/01/2016,Bikxie,Consumer Internet,Two Wheeler Taxi Service,Gurgaon,Undisclosed Investors,Seed Funding,N/A,nan
+2024,07/01/2016,Infurnia,Consumer Internet,Online Furniture Customization platform,Bangalore,Idein Ventures,Seed Funding,"1,60,000",nan
+2025,07/01/2016,Myly,Education,Mobile Based Education platform,Jaipur,Newbie Promoter Pvt Ltd,Seed Funding,"1,00,000",nan
+2026,07/01/2016,MakeMyTrip,Consumer Internet,Online Travel/Hotel Booking platform,Gurgaon,Ctrip.com International Ltd,Private Equity,"18,00,00,000",nan
+2027,08/01/2016,Melorra,ECommerce,Online/ Mobile Jewellery Retailer,Bangalore,Lightbox Ventures,Private Equity,"50,00,000",nan
+2028,08/01/2016,ConfirmTKT,Consumer Internet,Train PNR Status Prediction Platform,Bangalore,"Krishna Jhujhunwala, Dr. Apoorv Ranjan Sharma, Anirudh Damani, Anand Ladsariya, Sanjay Mehta & Others",Seed Funding,"2,50,000",nan
+2029,08/01/2016,Gyaanzone,Education,Career Planning and Education Advisory Platform,Mumbai,GBIM Technologies Pvt Ltd,Seed Funding,"45,000",nan
+2030,08/01/2016,FlatFurnish,Consumer Internet,Online Furnishing Rental Platform,Gurgaon,Arun Chandra Mohan,Seed Funding,N/A,nan
+2031,09/01/2016,Lumiere,ECommerce,Organic Food eTailer,Bangalore,Undisclosed investors,Private Equity,N/A,nan
+2032,11/01/2016,Koovs,ECommerce,Online Fashion Apparel Retailer,Gurgaon,"Nahata Family, Waheed Alli",Private Equity,"54,00,000",nan
+2033,11/01/2016,Wishup,Consumer Internet,Mobile app based Concierge Service,New Delhi,"500 Startups, Mato Peric, TracxnLabs",Seed Funding,N/A,nan
+2034,11/01/2016,FreshMenu,Consumer Internet,Online / Mobile Food Ordering platform,Bangalore,"Zodius Capital, Lightspeed Venture Partners",Private Equity,"1,65,00,000",nan
+2035,11/01/2016,SavvyMob,ECommerce,Last Minute Hotel Bookings mobile marketplace,Bangalore,"TV Mohandas Pai, LetsVenture",Seed Funding,"10,00,000",nan
+2036,11/01/2016,Fashionablyin,Consumer Internet,Mobile based Geo-target Fashion Marketplace,Mumbai,Ranjan Mahtani,Seed Funding,N/A,nan
+2037,12/01/2016,Shopclues,ECommerce,ECommerce Marketplace,Gurgaon,"GIC, Tiger Global Management, Nexus Venture Partners",Private Equity,"10,00,00,000",nan
+2038,12/01/2016,Hike Messenger,Consumer Internet,P2P Messaging Service,New Delhi,"Matt Mullenweg, Adam D\\xe2\\x80\\x99Angelo, Aditya Agarwal,\\xc2\\xa0 Ruchi Sanghvi & Others",Private Equity,N/A,nan
+2039,12/01/2016,iBus Networks,Technology,Next Generation in-building connectivity,Bangalore,"Vallabh Bhanshali, N Squared Management LLC, Jagdish & Sandeep Mehta Family Office",Private Equity,"23,00,000",nan
+2040,12/01/2016,Happy2Refer,Consumer Internet,Mobile based Referral Platform,Mumbai,"Equity Crest, Vinners, Sparknext",Seed Funding,"2,50,000",nan
+2041,13/01/2016,CarTrade,Consumer Internet,Auto Classifieds Portal,Mumbai,"Temasek Holdings, March Capital, Warburg Pincus",Private Equity,"14,50,00,000",nan
+2042,13/01/2016,Rentomo,Consumer Internet,peer-to-peer renting Marketplace,Bangalore,Shiva Ashok & Other unnamed investors,Seed Funding,"1,00,000",nan
+2043,13/01/2016,Roder,Consumer Internet,inter-city cab aggregator,New Delhi,Unicorn India Ventures,Seed Funding,"2,40,000",nan
+2044,13/01/2016,Bucker,Consumer Internet,Food Ordering Mobile App,Hyderabad,"50k Ventures, Munish Jauhar, Pulkit Jain, Rohit Narang",Seed Funding,N/A,nan
+2045,13/01/2016,Care24,Healthcare,Professional Health Services Platform,Mumbai,"SAIF Partners, India Quotient",Private Equity,"40,00,000",nan
+2046,13/01/2016,Obino,Healthcare,Weigh Loss Coaching,Mumbai,RoundGlass Partners,Private Equity,N/A,nan
+2047,14/01/2016,Snapshopr,Consumer Internet,Visual Search & Image Recognition Platform,Bangalore,Amod Malviya,Seed Funding,N/A,nan
+2048,14/01/2016,Buildkar,ECommerce,Construction Material Marketplace,Bangalore,"Mustafa Wajid, Umang Kumar & Others",Seed Funding,N/A,nan
+2049,14/01/2016,Orahi,Consumer Internet,Carpooling Mobile App,Gurgaon,Indian Angel Network,Seed Funding,"5,20,000",nan
+2050,14/01/2016,Zapr,Technology,TV to Mobile audience Platform,Gurgaon,"Flipkart, Saavn, Micromax, Dhiraj Rajaram, Ambiga Dhiraj, Dinesh Agarwal, Samir Bangara, Sanjay Nath, Arihant Patni",Seed Funding,N/A,nan
+2051,15/01/2016,Remidio,Healthcare,Healthcare Product Manufacturer,Bangalore,Cipher-Plexus Capital Advisors & Indian HNIs,Private Equity,N/A,nan
+2052,15/01/2016,Fitso,Consumer Internet,Fitness related Social Networking App & Forum,Gurgaon,"Varun Khurana, Samar Singla, Vinay Bansal,",Seed Funding,"2,00,000",nan
+2053,15/01/2016,evibe.in,Consumer Internet,Party Hall Booking platform,Bangalore,"Hyderabad Angels, Lalit Mangal,\\xc2\\xa0 Vikas Malpani, Gaurav Bhalotia, LV Prasad",Seed Funding,N/A,nan
+2054,15/01/2016,Zoctr,Consumer Internet,healthcare aggregator platform,Mumbai,Times Group,Seed Funding,N/A,nan
+2055,15/01/2016,Jobick,Consumer Internet,Mobile app based Job Search,Noida,Abhinav Mathur,Seed Funding,N/A,nan
+2056,16/01/2016,Plick,Consumer Internet,Instant Content Transfer Mobile App,Mumbai,Sanjay Mehta,Seed Funding,N/A,nan
+2057,18/01/2016,Voice Friends,Consumer Internet,Dating & Singles Chat Platform,Mumbai,Huzaifa Khorakiwala,Seed Funding,N/A,nan
+2058,18/01/2016,Kartrocket,Consumer Internet,SAAS DIY\\xc2\\xa0 ECommerce Platform,New Delhi,"Bertelsmann India Investments, Nirvana Digital India Fund, Nirvana Digital Investment Holding, 500 Startups",Private Equity,"60,00,000",nan
+2059,19/01/2016,Swiggy,Consumer Internet,Online/Mobile food ordering platform,Bangalore,"Harmony Partners, RB Investments & existing investors",Private Equity,"3,50,00,000",nan
+2060,19/01/2016,TinyStep,Consumer Internet,Parenting Social Network,Bangalore,Flipkart,Seed Funding,N/A,nan
+2061,19/01/2016,Cashkaro,Consumer Internet,Coupon & Cashback platform,Gurgaon,Ratan Tata,Private Equity,N/A,nan
+2062,19/01/2016,Gameezop,Consumer Internet,Casual Gaming platform,New Delhi,Anand Chandrasekaran & Others,Seed Funding,N/A,nan
+2063,19/01/2016,DailyObjects,ECommerce,Mobile Accessories etailer,New Delhi,"Unilazer Fund,\\xc2\\xa0 Phanindra Sama, Peyush Bansal",Private Equity,"14,00,000",nan
+2064,19/01/2016,Indus OS,Technology,Local language Mobile OS,Mumbai,"Omidyar Network,",Private Equity,"50,00,000",nan
+2065,19/01/2016,CollegeDunia,Consumer Internet,Educational College Search platform,New Delhi,Umang Kumar,Seed Funding,"4,45,000",nan
+2066,19/01/2016,Villgro,Finance,Social Business Incubator & Fund,Chennai,"Lemelson Foundation, Michael and Susan Dell Foundation",Private Equity,"35,00,000",nan
+2067,20/01/2016,Reddoorz,Consumer Internet,Budget Accomodation Aggregator,New Delhi,500 Startups,Private Equity,N/A,nan
+2068,20/01/2016,IndustryBuying,ECommerce,B2B Industrial Goods Marketplace,New Delhi,Trifecta Capital,Private Equity,"18,00,000",nan
+2069,20/01/2016,Just Buy Live,ECommerce,B2B Marketplace for Distributors,Mumbai,Alpha Capital,Private Equity,"2,00,00,000",nan
+2070,20/01/2016,IMbesharam,ECommerce,Adult Products Etailers,New Delhi / US,Undisclosed US Based Investors,Private Equity,"40,00,000",nan
+2071,20/01/2016,Moodoo,Consumer Internet,Social Meeting organizer App,Mumbai / UK,Sa\\xc3\\xafd Business School Seed Fund.,Seed Funding,"40,000",nan
+2072,20/01/2016,Saral Designs,Healthcare,Women Hygiene Product Manufacturer,Mumbai,"Farooq Adam, Ambi Parameswaran,",Seed Funding,N/A,nan
+2073,21/01/2016,FirstCry,ECommerce,Kids Focused eTailer,Pune,Ratan Tata,Private Equity,N/A,nan
+2074,21/01/2016,Fisdom,Consumer Internet,Personal Finance Mobile App,Bangalore,Rob Chandra,Seed Funding,"5,00,000",nan
+2075,21/01/2016,Easypolicy,Consumer Internet,Online insurance policy aggregator,Noida,Unilazer Ventures,Private Equity,"22,00,000",nan
+2076,21/01/2016,Housing.com,Consumer Internet,Online Real Estate Portal,Mumbai,SoftBank Corp,Private Equity,"1,50,00,000",nan
+2077,21/01/2016,CREO,Technology,Smartphone OS Developer,Bangalore,"Sequoia Capital, Beenext Ventures, India Quotient, Anand Chandrasekaran",Private Equity,"30,00,000",nan
+2078,22/01/2016,ShabdaNagari,Consumer Internet,Hindi Language Social Networking Portal,Kanpur,Kanpur Angels & Others,Seed Funding,"2,00,000",nan
+2079,22/01/2016,Little,Consumer Internet,Deal Discovery App,Bangalore,GIC,Private Equity,N/A,nan
+2080,22/01/2016,SnapBizz,ECommerce,Mobile based Retail Market Ecosystem,Bangalore,"Jungle Ventures, Taurus Value Creation, Konly Venture, Blume Ventures",Private Equity,"72,00,000",nan
+2081,22/01/2016,Qlivery,Consumer Internet,on-demand concierge services,Gurgaon,Chandigarh Angels Funding,Seed Funding,N/A,nan
+2082,22/01/2016,PlexusMD,Consumer Internet,Social Network for Healthcare Professionals,Ahmedabad,"Arihant Patni, Avnish Mehra, Pranay Adhvaryu, Ravi Sampat",Seed Funding,N/A,nan
+2083,22/01/2016,Silvan,Technology,Home Automation & Security Solutions,Bangalore,The Chennai Angels,Seed Funding,"5,15,000",nan
+2084,22/01/2016,EPS,Technology,Electronic Payments Solution Company,Mumbai,APIS Partners,Private Equity,"3,50,00,000",nan
+2085,22/01/2016,Qubole,Technology,Enterprise Cloud Based Data Processing,Bangalore,"Institutional Venture Partners, Norwest Venture Partners, Lightspeed Venture Partners, CRV",Private Equity,"3,00,00,000",nan
+2086,22/01/2016,Gajty,Healthcare,Salons & Spa Chain,Gurgaon,Purvi Ventures,Seed Funding,N/A,nan
+2087,25/01/2016,SIFTR Labs,Consumer Internet,Photography curation & Aggregator platform,Mumbai,Venture Catalysts,Seed Funding,"1,50,000",nan
+2088,25/01/2016,Power2SME,Consumer Internet,SME Online Buying Hub,Gurgaon,"Nandan Nilekani, Accel Partners, Kalaari Capital and Inventus Capital",Private Equity,"2,10,00,000",nan
+2089,25/01/2016,SkyCandle,ECommerce,Home D\\xc3\\xa9cor Product etailer,New Delhi,GPA group,Private Equity,N/A,nan
+2090,27/01/2016,Teabox.com,ECommerce,Specialty Tea ETailer,Siliguri,Ratan Tata,Private Equity,N/A,nan
+2091,27/01/2016,Buildzar,ECommerce,Construction Material ETailer,Gurgaon,Puneet Dalmia,Private Equity,"40,00,000",nan
+2092,27/01/2016,Applicate,Technology,"Sales, Market, Distribution & Data Analytics Platform",Bangalore,Undisclosed investors,Seed Funding,"10,00,000",nan
+2093,27/01/2016,WhatsOnRent,ECommerce,Online Rental Marketplace,Bangalore,Lalit Mangal & Others,Seed Funding,N/A,nan
+2094,28/01/2016,Zebi (yet to launch),Technology,Data Intelligence & Analytics,Hyderabad,Un disclosed investors,Seed Funding,"10,00,000",nan
+2095,28/01/2016,Truce,FMCG,Vegetables & Fruits Supply Chain,Mumbai,"Anupam Mittal, Amit Gupta, Utsav Somani, Neeraj Goenka, Farooq Adam Mukadam",Seed Funding,"3,70,000",nan
+2096,28/01/2016,JustDoc,Consumer Interne,Medical Video Consultation platform,Bangalore,"TV Mohandas Pai, Mohit Saxena, Raghunandan G, Singapore Angel Network, TracxnLabs",Seed Funding,N/A,nan
+2097,28/01/2016,Myeglu,Technology,Connected Smart Home Solutions,Bangalore,Foxconn Technology Group & Others,Seed Funding,N/A,nan
+2098,29/01/2016,BitGiving,Consumer Internet,Crowd Funding Platform,New Delhi,"Harminder Sahni, Krishna Mehra, Sanjay Bakshi",Seed Funding,N/A,nan
+2099,29/01/2016,Qriyo,Consumer Internet,Online Fitness & Educational information Aggregator,Jodhpur,Idein Ventures,Seed Funding,"1,60,000",nan
+2100,29/01/2016,N.O.W,Consumer Internet,Rental Bike Aggregator App,Noida,Maple Capital Advisors,Seed Funding,N/A,nan
+2101,29/01/2016,Aisle,Consumer Internet,Indians focused Matchmaking App,Bangalore,"TermSheet, ah! Ventures",Seed Funding,"1,85,000",nan
+2102,29/01/2016,FreshMenu,Consumer Internet,Fresh Food Delivery platform,Bangalore,"Zodius Technology Fund, Lightspeed Venture Partners",Private Equity,"1,70,00,000",nan
+2103,29/01/2016,Truebil,ECommerce,Online marketplace for cars,Mumbai,"Kalaari Capital, Inventus Capital, Tekton Ventures, Kae Capital",Private Equity,"51,50,000",nan
+2104,29/01/2016,Rare Media,Technology,Mobile & Cloud based App developer,New Delhi,Info Edge (India) Ltd,Private Equity,"11,00,000",nan
+2105,29/01/2016,TinMen,Consumer Internet,Food Delivery Platform,Hyderabad,Lead Angel Network,Seed Funding,N/A,nan
+2106,29/01/2016,CodingLabs,Technology,Coding Skill Showcase & Resume Builder,Hyderabad,Vineet Nalla,Seed Funding,N/A,nan
+2107,30/01/2016,FindUrClass,Consumer Internet,Hobby & Activity Class Aggregator,Mumbai,"Amit Patni, Anirudh Damani, Samir Shah",Seed Funding,N/A,nan
+2108,30/01/2016,DesignBids,Consumer Internet,Interior Design Marketplace,New Delhi,Indian Angel Network,Seed Funding,N/A,nan
+2109,01/12/2015,CollegeDekho,Online Education Information platform,nan,Jaipur,GirnarSoft,Seed Funding,"10,00,000",
+2110,01/12/2015,Black White Orange Brands,Brand Licensing Startup,nan,Mumbai,YouWeCan Ventures,Seed Funding,N/A,
+2111,01/12/2015,Biteclub,Gourmet Food Discovery & Delivery platform,nan,Gurgaon,growX ventures,Private Equity,N/A,Pre-Series A
+2112,01/12/2015,Patel Logistics,Transportation & Logistics Platform,nan,Mumbai,Frontline Strategy,Private Equity,"56,00,000",N/A
+2113,01/12/2015,Wigzo,Enterprise Marketing Automation platform,nan,New Delhi,"Aarin Capital Partners, TV Mohandas Pai",Seed Funding,"5,00,000",Pre-Series A
+2114,01/12/2015,Zapluk,"Health, Wellness & Beauty Services App",nan,Hyderabad,N/A,Seed Funding,N/A,
+2115,01/12/2015,Godof Hospitals,Digital Healthcare,nan,New Delhi,Pankaj Gupta,Seed Funding,"20,00,000",
+2116,02/12/2015,RoomsTonite,Last Minute Hotel Booking App,nan,Bangalore,"Lashit Sanghvi, Nikhil Vora, Venkat Vardhan,Mohammed Bin Abdul Rehman Al Khalifa,\\xc2\\xa0 Ralph Berezan, Vissal Mathew,\\xc2\\xa0 Balamurali Krishna",Seed Funding,"15,00,000",
+2117,02/12/2015,Kaaryah,Womens Fashion Wear Portal,nan,New Delhi,"The Saha Fund, TV Mohandas Pai",Private Equity,N/A,Pre-Series A
+2118,03/12/2015,Anakage,Product Learning platform,nan,Bangalore,CIO Angel Network (CAN),Seed Funding,N/A,
+2119,03/12/2015,EasyKhaana,Online Food ordering & Delivery platform,nan,New Delhi,Undisclosed investors,Seed Funding,"1,00,000",
+2120,03/12/2015,Shuttl,App based Bus Pooling Services,nan,Gurgaon,"Sequoia Capital, Times Internet Ltd & One more Fund",Private Equity,"2,00,00,000",Series B
+2121,03/12/2015,Eckovation,Social Learning Platform,nan,New Delhi,Chandigarh Angel Network (CAN),Seed Funding,N/A,
+2122,03/12/2015,Fitcircle,Social Fitness platform,nan,Mumbai,Beerud Sheth and Ravi Mantha,Seed Funding,N/A,Pre-Series A
+2123,04/12/2015,Applop,On Demand Mobile app developer,nan,Kolkata,GHV Accelerator,Seed Funding,"1,00,000",
+2124,04/12/2015,CaRPM,Car Maintenance & Management mobile app,nan,Gurgaon,GHV Accelerator,Seed Funding,"1,00,000",
+2125,04/12/2015,NDTV Wedding portal,Online Wedding Marketplace,nan,New Delhi,CerraCap,Private Equity,"2,00,00,000",Series A
+2126,04/12/2015,Splitkart,Splitting Bills Mobile App,nan,New Delhi,"Rajesh Sawhney, Anupam Mittal, Dinesh Agarwal, Gaurav Gupta,",Seed Funding,N/A,
+2127,07/12/2015,Zenatix,IOT Energy Management Analytics platform,nan,Gurgaon,Blume Ventures,Private Equity,N/A,Pre-Series A
+2128,07/12/2015,Customfurnish,Custom Made furniture e-tailer,nan,Hyderabad,Agnus Capital,Private Equity,"45,00,000",Series A
+2129,07/12/2015,Faasos,QSR Chain,nan,Pune,"ru-Net, Sequoia Capital,\\xc2\\xa0 Lightbox Ventures",Private Equity,"3,00,00,000",Series C
+2130,07/12/2015,Vlurn,eLearning platform,nan,Mumbai,Vidyadhar Sarfare,Seed Funding,N/A,
+2131,07/12/2015,Leaf Wearables,Smart Safety Wearable Devices,nan,New Delhi,"Ajeet Khurana Jinesh Shah, Vikram Chachra, Dr. Aniruddha Malpani",Seed Funding,"2,50,000",
+2132,07/12/2015,Coolshare,Cab Sharing service Mobile app,nan,Mumbai,Gopal Aggarwal,Seed Funding,"1,00,000",
+2133,08/12/2015,mFicient,Cloud Enterprise Mobility Platform,nan,New Delhi,Undisclosed investors,Seed Funding,N/A,
+2134,08/12/2015,HeyBiz,Online Shopping Assistant Mobile app,nan,New Delhi,Shopclues,Seed Funding,N/A,Strategic Funding
+2135,08/12/2015,Yumist,Home Cooked Food Order & Delivery platform,nan,Gurgaon,"Unilazer Ventures, Orios Venture Partners, Steven Lurie",Private Equity,"20,00,000",Series A
+2136,09/12/2015,Jigsaw Academy,Online School for Analytics learning,nan,Bangalore,Manipal Global Education Services,Private Equity,"30,00,000",Series A
+2137,09/12/2015,JoeHukum,Chat based personal Assistant App,nan,Gurgaon,"TracxnLabs, Jitendra Gupta, Prashant Tandon",Seed Funding,N/A,
+2138,09/12/2015,Voxweb,Picture creation & Social mobile app,nan,Mumbai,Undisclosed Investor,Seed Funding,"3,50,000",
+2139,09/12/2015,Aye Finance,Nonbanking finance company,nan,New Delhi,"SAIF Partners, Accion",Private Equity,"30,00,000",Series B
+2140,09/12/2015,JumboBasket,eCommerce returns etailer,nan,Chandigarh,Chandigarh Angels Network,Seed Funding,N/A,
+2141,10/12/2015,BlackBuck,Online Freight Services Aggregator,nan,Bangalore,"Tiger Global Management, Yuri Milner, Apoletto, Accel Partners, Flipkart",Private Equity,"2,50,00,000",Series B
+2142,10/12/2015,HomeStudio,Online Branded Furniture etailer,nan,Bangalore,Bren Corporation,Private Equity,"50,00,000",Series A
+2143,10/12/2015,PropheSee,Digital Analytics Platform,nan,New Delhi,"Indian Angel Network, Stanford Angels, Entrepreneurs India",Seed Funding,"5,00,000",
+2144,10/12/2015,i2e1,Internet Network Infrastructure Services,nan,New Delhi,GrowX Ventures,Seed Funding,"5,00,000",
+2145,10/12/2015,Holisol Logistics,Supply Chain & Logistics Solutions,nan,New Delhi,CLSA Capital Partners ARIA IV Funds,Private Equity,"1,00,00,000",N/A
+2146,10/12/2015,Stay Simple Resorts,Holiday Resort Chain,nan,Bangalore,"Mr. Sudhir & Ms. Shalini Sethi, Mr. Praveen Someshwar",Seed Funding,N/A,
+2147,10/12/2015,Paynear,Mobile Point of Sale solutions,nan,Hyderabad,Mitesh Majithia,Private Equity,"25,00,000",Pre-Series A
+2148,10/12/2015,Chillr,Peer-to-Peer Money Transfer & Recharge App,nan,Mumbai,"Sequoia Capital, Blume Ventures, Uniqorn Ventures and other",Private Equity,"7,00,00,000",Series A
+2149,11/12/2015,EureQa,Test Automation SAAS platform,nan,Hyderabad/USA,"Sashi Reddi, Gabriel Investments",Seed Funding,"6,00,000",
+2150,11/12/2015,LocalCircles,Citizens Engagement Platform,nan,Noida,Anand Mahindra,Private Equity,N/A,N/A
+2151,11/12/2015,GetFocus,Indoor Navigation & Analytics Solutions,nan,Mumbai,Undisclosed investors,Seed Funding,N/A,
+2152,11/12/2015,UrbanClap,Hyperlocal On-Demand Household Services platform,nan,Gurgaon,Ratan Tata,Private Equity,N/A,N/A
+2153,11/12/2015,OnlineRTI,Online RTI application services,nan,Bangalore,"LetsVenture, Mohandas Pai",Seed Funding,"1,50,000",
+2154,11/12/2015,Powerstores,ECommerce Website Creation SAAS platform,nan,Goa,Extreme Venture Partners\\xc2\\xa0 William Bissell,Seed Funding,N/A,
+2155,11/12/2015,Weddingz.in,Wedding Venues & Vendors Marketplace,nan,Mumbai,"Rajan Anandan, Zoya Akhtar, Reema Kagati, Ruchi Narain, Amrish Kumar, Hrishikesh Parandekar",Seed Funding,"10,00,000",
+2156,11/12/2015,Intelligent Interfaces,Interface development platform for Government officials,nan,Bangalore,"Sachin Bansal, Binny Bansal",Seed Funding,N/A,Yet to Launch platform
+2157,14/12/2015,Capricoast,Modular Furnishings Marketplace,nan,Bangalore,"Accel Partners India, RB Investments",Private Equity,"35,00,000",Series A
+2158,14/12/2015,JetSetGo,Private Jet Bookings Marketplace,nan,Bangalore,Puneet Dalmia,Private Equity,N/A,N/A
+2159,14/12/2015,Cabsguru,Cab search Comparison & Booking platform,nan,New Delhi,Prashanth Ranganathan,Seed Funding,"2,00,000",
+2160,14/12/2015,Whoop,Performance Optimization Platform for athletes,nan,Boston,Infosys,Private Equity,"30,00,000",Series A
+2161,15/12/2015,BookEventz,Event Venue Booking Platform,nan,Mumbai,"Mumbai Angels, Singapore Angel Network, Zishaan Hayath",Seed Funding,N/A,
+2162,15/12/2015,Deal Street Asia,Digital Media Platform,nan,Singapore,"Vijay Shekhar Sharma, Singapore Angels Network",Seed Funding,N/A,
+2163,15/12/2015,Streamoid,visual search and discovery platform,nan,Bangalore / Palo Alto,Undisclosed,Seed Funding,"10,00,000",
+2164,16/12/2015,Housejoy,Home services marketplace,nan,Bangalore,"Amazon, Vertex Ventures, Qualcomm, Ru-Net Technology Partners, Matrix Partners",Private Equity,"2,25,00,000",Series B
+2165,16/12/2015,Bluebirch,End to End reverse logistics Solution platform,nan,Bangalore,"Chicago Capital Ventures, Sanjay Mehta, Others",Seed Funding,"20,00,000",
+2166,16/12/2015,MeraDoctor,Virtual Health consultation app,nan,Mumbai,Unilazer,Private Equity,"12,00,000",Pre-Series A
+2167,16/12/2015,STAGE 3,Online Renting platform,nan,New Delhi,"Nisha Sharma, Puneet Dalmia, Balaji Prabhakar",Seed Funding,N/A,
+2168,17/12/2015,Rivigo,Logistics Services Provider,nan,Gurgaon,SAIF Partners and others,Private Equity,"3,00,00,000",Series B (includes Debt financing)
+2169,17/12/2015,Springboard,Data Science & UX design Learning platform,nan,Bangalore,"Allen Blue, John Katzman, Naveen Tewari, Kartik Hosanagar, Kashyap Deorah, 500 Startups, Blue Fog Capital",Seed Funding,"17,00,000",
+2170,17/12/2015,Eatfresh,Online marketplace for Chef Meals,nan,Bangalore,Kalaari Capital,Private Equity,N/A,N/A
+2171,18/12/2015,Ampere Vehicles,Electric Bike Manufacturers,nan,Coimbatore,Kris Gopalakrishnan & Others,Seed Funding,"12,00,000",
+2172,18/12/2015,Focus Digit,ECommerce platform solutions,nan,New Delhi,Turning Ideas,Seed Funding,N/A,
+2173,18/12/2015,The News Minute,Online Media Publication,nan,Bangalore,Quintillion Media,Seed Funding,N/A,
+2174,18/12/2015,CBREX,International Hiring Platform,nan,Mumbai / NY,"Prahlad Rao, Sundara Rajan, Vikram Chachra",Seed Funding,"2,00,000",
+2175,21/12/2015,TruckMandi,Logistics Service Provider Marketplace,nan,New Delhi,"Ritesh Dwivedy, Ramakant Sharma, Mount Nathan Advisors",Private Equity,"20,00,000",Pre-Series A
+2176,21/12/2015,Peppertap,Hyperlocal\\xc2\\xa0 Grocery Delivery Service,nan,Gurgaon,Innoven Capital,Private Equity,"40,00,000",part of $40M Series B round
+2177,21/12/2015,KOOH Sports,Sports Education Platform,nan,Mumbai,"TCS, HDFC, Faering Capital, Elevate Sports",Private Equity,"20,00,000",Series A
+2178,22/12/2015,RentOnGo,"Bike, Appliances Renting marketplace",nan,Bangalore,"Anand Chandrasekaran, Rajesh Sawhney, Kalpana Tatavarti, Shivanandan Pare",Seed Funding,N/A,
+2179,22/12/2015,Industrybuying,Online Marketplace for Industrial Goods,nan,New Delhi,"Murugappa Group, TVS Group, Vellayan Subbiah, Arathi Krishna, Arun Venkatachalam",Seed Funding,N/A,
+2180,22/12/2015,Zapr,Reward points mobile app,nan,Gurgaon,Dinesh Agarwal,Seed Funding,N/A,
+2181,22/12/2015,LatestOne,Mobile accessories online store,nan,Hyderabad,Palred Technologies Ltd,Private Equity,"30,00,000",Additional investment from parent company
+2182,22/12/2015,PlanetGogo,Content Discovery & reward points platform,nan,Gurgaon,HT Digital Media Holdings Ltd,Seed Funding,N/A,
+2183,22/12/2015,Arya.ai,Artificial Intelligence platform,nan,Mumbai,"YourNest Angel Fund, Venture Nursery",Private Equity,"7,50,000",Series A
+2184,22/12/2015,Doctor Insta,Medical Consultation & Doctor appointment booking platform,nan,Gurgaon,"Rishi Parti, BrahmaX Ventures",Private Equity,"5,00,000",pre-Series A
+2185,22/12/2015,MobieFit,Mobile Fitness App,nan,Goa,Medi Assist,Private Equity,"10,00,000",Strategic Investment
+2186,23/12/2015,LafaLafa,"Digital Coupons, Deal & Cashback aggregator app",nan,Mumbai,Vectr Ventures,Private Equity,N/A,N/A
+2187,23/12/2015,Mech Mocha,Mobile Game development & Design platform,nan,Bangalore,"Blume Ventures, Flipkart",Seed Funding,"10,00,000",
+2188,23/12/2015,Shotang.com,B2B eCommerce Marketplace,nan,Bangalore,"Exfinity Venture Partners, Unitus Impact Livelihoods Fund",Private Equity,"50,00,000",Series A
+2189,23/12/2015,CityFurnish,Furniture and appliances rental platform,nan,Gurgaon,Jitendra Gupta,Seed Funding,N/A,
+2190,24/12/2015,Black White Orange,B2B Merchandize platform,nan,Mumbai,Collaborative Licensing Ventures LLP,Seed Funding,"3,03,000",
+2191,24/12/2015,Kolabro,Real Estate focused Tech platform,nan,Gurgaon,"Umang Kumar, Ruchir Arora & others",Seed Funding,N/A,
+2192,24/12/2015,Canvera,Photographer Online search & booking platform,nan,Bangalore,Info Edge (India) Ltd,Private Equity,"22,00,000",N/A
+2193,28/12/2015,Town Essentials,Grocery Delivery platform,nan,Bangalore,"Sharad Hegde, Girish Reddy, Siddharth Patil, Shrikant Patil",Seed Funding,"10,00,000",
+2194,28/12/2015,Bumper,Mobile Car Servicing appointment app,nan,Bangalore,SAIF Partners,Seed Funding,"5,00,000",
+2195,29/12/2015,Hotify,New Curation Mobile App,nan,Bangalore,Mahavir Pratap Sharma,Seed Funding,"1,50,000",
+2196,29/12/2015,MobiKwik,Mobile Wallet,nan,Gurgaon,"Sequoia Capital, Tree Line Asia, Innoven Capital",Private Equity,"66,00,000",Additional Funding
+2197,30/12/2015,Intelligent Interfaces,Interface development platform for Government officials,nan,Bangalore,Yuvraj Singh,Seed Funding,N/A,Yet to Launch
+2198,02/11/2015,Twigly,Online Food Ordering & Delivery platform,nan,Gurgaon,"Amit Gupta, Sahil Barua, Mukul Singhal, Tracxn Labs",Seed Funding,"2,00,000",
+2199,02/11/2015,CityFlo,Bus Aggregation and rental mobile app,nan,Mumbai,IDG Ventures,Seed Funding,"7,50,000",
+2200,03/11/2015,Findyahan,hyperlocal online Services platform,nan,Noida,Times Group Brand Capital,Private Equity,N/A,Bridge funding
+2201,03/11/2015,Sabse,WiFi \xe2\x80\x93 first Cloud communication platform,nan,Mumbai,Ratan Tata,Private Equity,N/A,N/A
+2202,03/11/2015,Pokkt,Alternate Mobile Monetization platform,nan,Mumbai,"Segnel Venture, Shinji Kimura, Sundar Chanrai, JAFCO Asia, SingTel\\xe2\\x80\\x99s Innov8, Jungle Ventures, K Ganesh",Private Equity,"50,00,000",Series B
+2203,03/11/2015,oibanit,Online Food Ordering Marketplace,nan,Vadodara,"Varun Ahuja, Anubhav Verma",Seed Funding,"1,50,000",
+2204,03/11/2015,Stuffed,Quick Service Restaurant & Online Delivery,nan,Mumbai,Riqueza Capital,Seed Funding,"3,85,000",Funding happened in Sept 2015
+2205,03/11/2015,LoanBaba,Online Loans Marketplace,nan,Mumbai,N/A,Seed Funding,"3,20,000",
+2206,03/11/2015,Deyor Rooms,Budget Hotels Aggregator,nan,New Delhi,Dheeraj Jain & Others,Seed Funding,"5,00,000",
+2207,03/11/2015,Bidgely,Efficient Energy Management platform,nan,USA/India,"Constellation Technology Ventures (Exelon Corporation), E.ON, RWE, Khosla Ventures",Private Equity,"1,66,00,000",Series B
+2208,04/11/2015,Shirsa Labs,Digital Intelligent learning platform,nan,Mumbai,ah! Ventures,Seed Funding,"2,50,000",
+2209,04/11/2015,Paytunes,Voice Call incentivization mobile app,nan,New Delhi,CIO Angel Network,Seed Funding,N/A,
+2210,04/11/2015,YourDOST,Online Counselling and psychological support platform,nan,Gwalior,"Phanindra Sama, Aprameya Radhakrishna, Aneesh Reddy, Neeraj Jawalkar, Sanjay Anandaram, Pavan Ongole, Venk Krishnan",Seed Funding,"4,00,000",
+2211,05/11/2015,BookMyBai,Domestic Help Aggregation platform,nan,Mumbai,Vineel Nalla & Others,Seed Funding,"1,50,000",
+2212,05/11/2015,MyIndianStay,Home Stay & room rentals platform,nan,Goa,Undisclosed investors,Seed Funding,"2,00,000",
+2213,05/11/2015,Bobble,Selfie Mobile App,nan,New Delhi,SAIF Partners & others,Private Equity,N/A,Series A
+2214,06/11/2015,RepUp,Online Reputation Management Platform,nan,Gurgaon,Indian Angel Network,Seed Funding,N/A,
+2215,06/11/2015,Satvacart,Online Grocery platform,nan,Gurgaon,Undisclosed HNIs,Private Equity,"18,00,000",Pre-Series A Bridge
+2216,06/11/2015,POPxo.com,Online content platform for women,nan,New Delhi,"IDG Ventures India, Kalaari Capital, 500 Startups",Private Equity,"20,00,000",Series A
+2217,06/11/2015,SparesHub,Online Vehicle Spare Parts etailer,nan,Pune,"Hyderabad Angels, M&S Partners",Seed Funding,"4,60,000",Pre-Series A
+2218,06/11/2015,Explara,Event Ticketing platform,nan,Pune,"Hyderabad Angels, Singapore Angel Network, Ness Wadia",Private Equity,"4,90,000",Pre-Series A
+2219,06/11/2015,Soothe Healthcare,affordable Personal Healthcare Products,nan,Noida,Saina Nehwal,Seed Funding,N/A,2nd seed funding
+2220,06/11/2015,Yuvi Hospitality,Premium dining Lounges & restaurants,nan,Gurgaon,Chandralekha Construction Pvt. Ltd.,Private Equity,"1,50,00,000",Series A
+2221,09/11/2015,AppVirality,Mobile Growth Hacking\\nPlatform,nan,Hyderabad,"Rajan Anandan, Mike Galgon, Ravi Gururaj, Ashim Mehra,\\xc2\\xa0 Mohit Saxena, Internet Group, TNN Capital and others",Seed Funding,"5,00,000",Pre-Series A
+2222,09/11/2015,iStar Skill Development,Skill Training Startup,nan,Bangalore,"Michael & Susan Dell Foundation, Unitus Seed Fund",Private Equity,"15,00,000",Series A
+2223,09/11/2015,BigStylist.com,Beauty and Wellness Marketplace,nan,Mumbai,Info Edge,Private Equity,"10,00,000",Pre-Series A
+2224,09/11/2015,Zilingo,Marketplace App for Bangkok,nan,Bangalore/ Bangkok,"Sequoia India, BEENEXT Ventures, Kunal Shah & Sandeep Tandon",Private Equity,"19,00,000",Series A
+2225,09/11/2015,Didi,On-demand Maids Service Provider,nan,Mumbai,"Jozef Bardik, Leo Wang Sangeeth Ram",Seed Funding,"1,50,000",
+2226,09/11/2015,Skoov.com,eCommerce Product Search Engine,nan,Mumbai,undisclosed investor,Seed Funding,"1,50,000",
+2227,10/11/2015,Chefs Basket,Ready to cook packaged Foods,nan,Mumbai,"SAIF Partners, Haresh Chawla",Private Equity,"60,00,000",Series A
+2228,11/11/2015,Gingercrush,Product Customization Platform,nan,Vadodara,TV Mohandas Pai\\xe2\\x80\\x99s family office,Seed Funding,N/A,
+2229,11/11/2015,Delight Foods,Branded Food products online sales,nan,Bangalore,"Lensbridge Capital, Mape Advisory Group, Fireside Ventures",Private Equity,"6,00,000",Series A
+2230,11/11/2015,6Degree,Talent platform for Fashion professionals,nan,Goa/Hyderabad,"Centre For Incubation & Business Acceleration (CIBA), Goa",Seed Funding,N/A,
+2231,11/11/2015,RenewBuy,Auto Insurance Online platform,nan,Gurgaon,Mount Nathan Advisors Pte Ltd,Seed Funding,"5,00,000",
+2232,11/11/2015,Grab,Hyperlocal Logistics Service Provider,nan,Mumbai,Sixth Sense Ventures,Seed Funding,N/A,
+2233,12/11/2015,Hitwicket,Cricket Management Mobile Game,nan,Hyderabad,Chennai Angels,Seed Funding,"2,50,000",
+2234,13/11/2015,Flashdoor,On Demand Laundry Service platform,nan,Bangalore,"Sujeet Kumar, Ankit Nagori, Traxcn Labs",Seed Funding,N/A,
+2235,16/11/2015,Cashkaro.com,Ecommerce Discount & Cashback coupons platform,nan,Gurgaon,Kalaari Capital,Private Equity,"37,00,000",Series A
+2236,16/11/2015,Absentia,Virtual Reality Headset creator,nan,Bangalore,"Astarc Ventures, 50K Ventures & others",Seed Funding,"1,80,000",
+2237,16/11/2015,Renowala,Home Improvement Service platform,nan,Hyderabad,Logtally,Seed Funding,N/A,
+2238,16/11/2015,TaskBucks,mobile-only tasks marketplace,nan,New Delhi,Times Internet,Private Equity,"1,50,00,000",Strategic Investment
+2239,17/11/2015,CraftsVilla,Women Ethnic Wear\\xc2\\xa0 Online Marketplace,nan,Mumbai,"Sequoia India, Lightspeed Venture Partners, Nexus Venture Partners, Global Founders Capital, Apoletto",Private Equity,"3,40,00,000",Series C
+2240,17/11/2015,Julia Computing,Numerical Computing & Data Science Platform,nan,Bangalore,Gordon and Betty Moore Foundation,Seed Funding,"6,00,000",
+2241,17/11/2015,StyleTag,Designer fashion Jewellery Marketplace,nan,Bangalore,Jitu Virwani,Seed Funding,"75,00,000",
+2242,17/11/2015,Smytten,Online Products Discovery Platform,nan,Gurgaon,"Rimpal Chawla, Anuj Srivastava",Seed Funding,"2,00,000",
+2243,17/11/2015,BiBox,Kids Tool kit for Innovation platform,nan,Bangalore,Ravi Krishnamurthy,Seed Funding,"5,30,000",
+2244,17/11/2015,Convegenius,Mobile Learning Solutions,nan,Noida / Singapore,Enablers platform,Seed Funding,"3,00,000",
+2245,18/11/2015,Ola,Car Aggregator & Retail Mobile App,nan,Bangalore,"Baillie Gifford, Falcon Edge Capital, Tiger Global, SoftBank Group, DST Global, Didi Kuaidi",Private Equity,"50,00,00,000",Series F ( More Details Here)
+2246,18/11/2015,Goodbox,conversational commerce mobile app,nan,Bangalore,Nexus Venture Partners,Private Equity,"25,00,000",Series A
+2247,18/11/2015,ScoopWhoop,Viral Content web Platform,nan,New Delhi,Kalaari Capital,Private Equity,"40,00,000",Series A
+2248,18/11/2015,Hipship,Express local delivery platform,nan,Bangalore,"Inara Capital , Rishi Khiani",Seed Funding,N/A,
+2249,18/11/2015,Pickrr,On-Demand Local Logistics provider,nan,New Delhi,Palaash Ventures,Seed Funding,N/A,
+2250,18/11/2015,Truelancer,Curated Freelancer Marketplace,nan,New Delhi,"Blackstone Valley Group, Raghu Vohra, Aditya Dev Sood, Kamal Bansal",Seed Funding,N/A,
+2251,19/11/2015,AHA Taxis,Online Taxi Rental Platform,nan,Noida,ah! Ventures,Seed Funding,N/A,
+2252,19/11/2015,UrbanClap,Mobile Services Marketplace,nan,Gurgaon,"Bessemer Venture Partner, Accel, SAIF Partners",Private Equity,"2,50,00,000",Series B
+2253,19/11/2015,SenseGiz,Smartwatch Maker,nan,Belgaum,Karnataka Semiconductor Venture Capital firm,Seed Funding,"5,00,000",
+2254,19/11/2015,PlaceofOrigin,Online Gourmet Food Marketplace,nan,Bangalore,"S.D. Shibulal, Kris Gopalakrishnan, Srinath Batni, Professor Tarun Khanna,\\xc2\\xa0 Ganapathy Venugopal.",Seed Funding,N/A,
+2255,19/11/2015,Fourseven,Online Jewellery etailer,nan,New Delhi,Indian Angel Network,Seed Funding,"4,55,000",
+2256,20/11/2015,MindTickle,Sales & Productivity Software,nan,Pune / US,New Enterprise Associates,Private Equity,"1,25,00,000",Series A
+2257,20/11/2015,Shopsense,ecommerce related software product platform,nan,Mumbai,"Kae Capital, Kunal Bahl, Rohit Bansal",Seed Funding,N/A,Pre-Series A
+2258,20/11/2015,Medinfi,Health-Tech platform,nan,Bangalore,"Ram Kumar Kakani, Pradeep K Jaisingh, Sunil T V, Vijay Ghadge, Hemant Kaul, Gurmeet Chahal & Others",Seed Funding,"3,05,000",
+2259,20/11/2015,OUWT,Nightlife Discovery Mobile App,nan,Mumbai,Undisclosed investors,Seed Funding,"1,50,000",
+2260,20/11/2015,HeyPillow,Online Real Estate Marketplace,nan,Bangalore,Hampton Capital,Private Equity,"30,00,000",Series A
+2261,21/11/2015,Healers At Home,"Home Healthcare Services platform,",nan,New Delhi,"Daljit Singh, Dr. Pramath Raj Sinha, BVR Mohan Reddy",Seed Funding,N/A,
+2262,21/11/2015,Caravan Craft,Indian Ethnic Crafts Etailer,nan,Bangalore,"Unitus Seed Fund, Bijou Kurien, Narayan Ramachandran",Private Equity,"12,00,000",Series A
+2263,21/11/2015,Talkoot,Social platform for traders and investors,nan,Bangalore,Undisclosed investors,Seed Funding,"1,00,000",
+2264,23/11/2015,RentoMojo,"Online Furniture, Home Appliances Rental Platform",nan,Bangalore,"IDG Ventures India,\\xc2\\xa0 Accel Partners India",Private Equity,"20,00,000",Series A
+2265,23/11/2015,Medikoe,Healthcare Services Discovery platform,nan,Bangalore,Anil Menon,Seed Funding,"1,00,000",
+2266,24/11/2015,Stylofie,Health and Beauty Services Marketplace,nan,Gurgaon,Swastika,Seed Funding,"2,50,000",
+2267,24/11/2015,ServX,Automotive Services platform,nan,New Delhi,Manish Gupta,Seed Funding,N/A,
+2268,24/11/2015,Naaptol,Online and TV Shopping Marketplace,nan,Mumbai,"Mitsui & Co., New Enterprise Associates, Canaan Partners, Silicon Valley Bank",Private Equity,"5,20,00,000",Late Stage
+2269,24/11/2015,Crayon Data,Big Data Analytics Platform,nan,Chennai/ Singapore,Ratan Tata,Private Equity,N/A,N/A
+2270,25/11/2015,EarlySalary.com,Mobile App based Loan disbursement platform,nan,Mumbai,Ashok Agarwal,Seed Funding,"15,00,000",
+2271,25/11/2015,Tooler,On Demand Laundry Services App,nan,New Delhi,"Raghu Khanna, Sameer Gupta",Seed Funding,"1,10,000",
+2272,25/11/2015,S Chand,Education Content Provider,nan,New Delhi,IFC Everstone Group,Private Equity,"2,70,00,000",N/A
+2273,26/11/2015,Stelae,Content Management Software Solutions,nan,Chennai,Earlsfield Capital,Private Equity,N/A,Pre-Series A
+2274,26/11/2015,GoQii,Fitness Tracking Management Solutions,nan,Mumbai,"New Enterprise Associates, Cheetah Mobile",Private Equity,"1,34,00,000",Series B
+2275,26/11/2015,Grofers,Hyper-local Grocery Delivery platform,nan,Gurgaon,"Softbank, Tiger Global, Sequoia Capital, Apoletto Managers",Private Equity,"12,00,00,000",Late Stage
+2276,26/11/2015,Pluss,Hyperlocal healthcare product Delivery Service provider,nan,Gurgaon,"IDG Ventures, M & S partners, Powerhouse Ventures (USA).",Private Equity,"10,00,000",Pre-Series A
+2277,26/11/2015,KountMoney,Online Lending Marketplace,nan,Bangalore,"Tracxn, Ashish Goenka & Others",Seed Funding,N/A,
+2278,27/11/2015,StayGlad,On Demand Beauty Services Platform,nan,Bangalore,"Bessemer Venture Partners, Anil Chopra",Private Equity,N/A,Series A
+2279,27/11/2015,JustRide,Self Driven Rental Car Platform,nan,Mumbai,N/A,Private Equity,"20,00,000",Pre-Series A bridge round
+2280,27/11/2015,Fastudent,Education Content etailer,nan,Noida,Ashish Gupta,Seed Funding,N/A,
+2281,27/11/2015,LearnOn,Clud based Learning platform,nan,Chennai,JMR Infotech India Pvt Ltd,Seed Funding,N/A,
+2282,27/11/2015,Talentrack,Talent Exchange & Talent Services Marketplace,nan,New Delhi,Unigrowth Inc,Seed Funding,N/A,
+2283,28/11/2015,M-TAXI,Two-Wheeler Taxi Service,nan,Gurgaon,"Mandeep Singh, Jairaj Singh",Seed Funding,N/A,
+2284,30/11/2015,Baxi,Two-Wheeler Taxi Service,nan,Gurgaon,"Manish Kheterpal, Alok Mittal,\\xc2\\xa0 Puneet Dalmia,",Seed Funding,"14,50,000",
+2285,30/11/2015,Superhero Brands,character merchandize sales platform,nan,Mumbai,DSG Consumer Partners,Seed Funding,"5,40,000",
+2286,30/11/2015,MoMagic,Mobile Application Developer,nan,New Delhi,FIH Mobile Ltd,Private Equity,N/A,Strategic Investment
+2287,30/11/2015,QikPod,Ecommerce Delivery locker services,nan,Bangalore,"Flipkart, Accel Partners, Delhivery, Foxconn",Private Equity,"90,00,000",Series A
+2288,30/11/2015,Butterfly Interactive,extra curricular activities marketplace app,nan,New Delhi,Undisclosed investors,Seed Funding,N/A,
+2289,30/11/2015,Bro4U,Hyperlocal Online Home services provider,nan,Bangalore,Sargod Ventures,Seed Funding,N/A,
+2290,01/10/2015,Indifi,Easy Business Loans platform,nan,Gurgaon,"Accel Partners, Elevar Equity, Pramod Bhasin, Rajan Anandan, Gaurav Dalmia, Abhishek Goyal, Gagan Hasteer , Arun Tadanki",Seed Funding,N/A,
+2291,01/10/2015,Wydr,Performance based Wholesale Marketplace,nan,New Delhi,Sandeep Aggarwal,Seed Funding,N/A,
+2292,01/10/2015,EasyFix,Professional Services Marketplace,nan,Gurgaon,Axilor Ventures,Seed Funding,N/A,
+2293,01/10/2015,Muvizz,Movie-on-demand platform,nan,Singapore,"Ashish Todi, Abhinav Patodia, Kumar Shwetabh",Seed Funding,"3,50,000",
+2294,01/10/2015,Abhibus,us ticketing and fleet management platform,nan,Hyderabad,Paytm (One97 communications),Private Equity,N/A,Strategic Investment
+2295,01/10/2015,Cleartax,Online Income Tax Filing platform,nan,New Delhi,Paytm (One97 communications),Private Equity,N/A,N/A
+2296,02/10/2015,Shopalyst,Product discovery & recommendation platform,nan,Bangalore,Kalaari Capital,Private Equity,"20,00,000",Series A
+2297,03/10/2015,Chillr,Mobile Payments App,nan,Mumbai,Sequoia Capital,Private Equity,"60,00,000",Series A
+2298,05/10/2015,Nykaa,Beauty & Wellness Products e-tailer,nan,Mumbai,"Harsh Mariwala, Atul Nishar, Dalip Pathak, Michael Carlos",Private Equity,"95,00,000",Series B
+2299,05/10/2015,Voylla,Fashion jewelry and accessories e-tailer,nan,Jaipur,Peepul Capital,Private Equity,"1,50,00,000",Series B
+2300,05/10/2015,IndiaLends,Online Consumer Lending platform,nan,New Delhi,"DSG consumer Partners, Paragon Partners",Private Equity,"10,00,000",Pre-Series A Bridge round
+2301,05/10/2015,Rock N Shop,Premium Apparel shopping portal,nan,New Delhi,High Networth Individuals (undisclosed),Seed Funding,"1,50,000",
+2302,06/10/2015,DocPlexus,Exclusive Platform for Doctors & Healthcare professionals,nan,Pune,"Uniqorn ventures, ASP Consulting",Seed Funding,"7,00,000",
+2303,06/10/2015,WorkIndia,Job Board,nan,Mumbai,"Satyen Kothari, Keshav Sanghi, Riddhesh Gandhi & Others",Seed Funding,"5,00,000",Pre-Series A
+2304,06/10/2015,SportzVillage,Sports Management & Physical Education Business,nan,Bangalore,Gaja Capital Private Equity Fund,Private Equity,"1,00,00,000",Series B
+2305,06/10/2015,SportyBeans,multi-sport program for preschoolers,nan,Pune,YouWeCan Ventures,Seed Funding,N/A,
+2306,06/10/2015,Burger Singh,QSR & Online delivery portal,nan,Gurgaon,"Ashvin Chadha, Avtar Monga, Udaan Angels, Dheeraj Jain",Seed Funding,"5,00,000",Bridge Round
+2307,06/10/2015,Welcome Cure,Online Homeopathy Clinic,nan,Mumbai,Unnamed Media house and HNIs,Private Equity,"60,00,000",Pre-Series A
+2308,07/10/2015,SchoolGuru,E-Learning Service Provider,nan,Mumbai,High Networth Individuals from India & USA,Private Equity,"30,00,000",Series A
+2309,07/10/2015,Naturally Yours,Organic Food etailer,nan,Mumbai,Sanjay Mehta,Seed Funding,N/A,
+2310,07/10/2015,GoJavas,Delivery & Logistics Service provider,nan,Gurgaon,Snapdeal,Private Equity,"2,00,00,000",Strategic Funding (Series C)
+2311,07/10/2015,Scandid,Product Discovery & comparison App,nan,Pune,Micromax Informatics,Private Equity,N/A,Strategic Funding
+2312,07/10/2015,StalkBuyLove,Online Apparels Fashion brand,nan,New Delhi,"Mato Peric, Peter Kabel & others",Private Equity,N/A,Series A
+2313,08/10/2015,ZuperMeal,Home Cooked Food marketplace & Delivery,nan,Mumbai,"Sanjeev Kapoor,\\xc2\\xa0 Ravi Saxena & Others",Private Equity,"20,00,000",Series A
+2314,08/10/2015,Cube26,Gesture based Mobile Development,nan,New Delhi,"Tiger Global Management, Flipkart",Private Equity,"77,00,000",Series A
+2315,08/10/2015,Mobikon,Hotel Mobile CRM Software platform,nan,Pune / Singapore,"Life.SREDA, Qualgro",Private Equity,N/A,Series B
+2316,08/10/2015,Grabhouse,Rental Accommodation Search platform,nan,Bangalore,Sequoia and Kalaari Capital.,Private Equity,"1,00,00,000",Series B
+2317,08/10/2015,Quifers,Logistics Tech Platform,nan,Mumbai,"Vikas Agarwal, Vishal Khare, Sanjeev Kakkar, Smile Group",Seed Funding,"3,10,000",
+2318,09/10/2015,Stockroom.io,Developer Portfolio Showcase platform,nan,Hyderabad,Undisclosed Investors,Seed Funding,"70,000",
+2319,09/10/2015,Curofy,Doctors Network Mobile App,nan,New Delhi,RoundGlass Partners,Private Equity,N/A,Pre-Series A
+2320,09/10/2015,Cloud Lending,End-to-End Lending platform,nan,Bangalore / San Mateo,SF Capital Group,Private Equity,"80,00,000",Series A
+2321,09/10/2015,Inayo,on-demand healthcare marketplace,nan,Mumbai,"Kemark Ventures, Amit Ranjan, Zishaan Hayath and Others",Seed Funding,"3,00,000",
+2322,09/10/2015,WoNoBo,360-degree view creating platform,nan,Bangalore,Quikr,Private Equity,N/A,Strategic Funding
+2323,09/10/2015,Kulzy,Advertising & Marketing Community Networking platform,nan,New Delhi,"Seedfund, Bedrock Ventures",Seed Funding,"10,00,000",
+2324,09/10/2015,Zeppery,Food Ordering & Delivery App,nan,New Delhi,Suyash Sharma,Seed Funding,"77,000",
+2325,12/10/2015,Zify,Ride Sharing platform,nan,Hyderabad,Sean O\\xe2\\x80\\x99Sullivan & Others,Seed Funding,"1,90,000",
+2326,12/10/2015,Faircent,Online P2P lending marketplace,nan,Gurgaon,Aarin Capital Partners,Private Equity,N/A,Series A
+2327,12/10/2015,Bizongo,B2B marketplace for industrial goods,nan,Mumbai,Accel Partners,Seed Funding,N/A,
+2328,12/10/2015,Gridle,Cloud Based Collaboration platform,nan,Ahmedabad,LetsVenture,Seed Funding,"1,00,000",
+2329,12/10/2015,Tripoto,global community for travellers,nan,New Delhi,"500 Startups, IDG Ventures & Advantedge fund, Neeraj Arora, Leon Seynave",Private Equity,N/A,Series A
+2330,12/10/2015,Mubble,Prepaid Bill manager App,nan,Bangalore,Accel Partners,Private Equity,N/A,Series A
+2331,13/10/2015,Voodoo,Mobile Only Shopping Assistant,nan,New Delhi,SAIF Partners,Seed Funding,"10,00,000",
+2332,13/10/2015,Lookup,Mobile Messaging Assistant App,nan,Bangalore,"Khosla Impact, Biz Stone, Catamaran Ventures, Global Founders Capital, European investment fund",Private Equity,"25,00,000",Series A
+2333,14/10/2015,AskMyGift,Personalized Wish List creator app,nan,Noida,Turning Ideas,Seed Funding,"50,000",
+2334,14/10/2015,Gaana.com,Music Streaming mobile app,nan,Mumbai,Micromax Informatics Ltd,Private Equity,N/A,Strategic Funding
+2335,14/10/2015,Zappfresh,Raw Meat & Ready to eat food etailer,nan,Gurgaon,Undisclosed Investors,Seed Funding,"77,000",
+2336,14/10/2015,GymTrekker,Gym Discovery platform,nan,Mumbai,"Dewang Neralla,Roopak Taneja, Manisha Gupta",Seed Funding,N/A,
+2337,15/10/2015,Bounty App,Online Purchase rewards app,nan,Bangalore,"Fireside Ventures, Mumbai Angels MAPE Advisory Group.",Seed Funding,N/A,
+2338,16/10/2015,Homers.in,Home rental platform,nan,Gurgaon,"Devesh Rai G, Rajesh Aggarwal, Amitpal Bhutani",Seed Funding,N/A,
+2339,16/10/2015,mShipper,Crowdsourced Delivery platform,nan,New Delhi,Vijai Laxmi,Seed Funding,N/A,
+2340,16/10/2015,BolRealty,Real Estate Insights platform,nan,New Delhi,Manpreet Singh,Seed Funding,N/A,
+2341,17/10/2015,S-Cube Futuretech,Structural & Civil Engg Service Automation,nan,Mumbai,Parampara Capital,Private Equity,"10,00,000",Series A
+2342,19/10/2015,LetsVenture,Startup Funding Marketplace,nan,Bangalore,"Accel Partners, Anupam Mittal & other marquee investors",Private Equity,N/A,Series A
+2343,19/10/2015,Citrus Payment,Payments Solution platform,nan,Mumbai,"Sequoia Capital, Ascent Capital, eContext Asia, Beenos Asia",Private Equity,"2,50,00,000",Series C
+2344,19/10/2015,Holidify,Travel Destination Discovery platform,nan,New Delhi,Aarti Group,Seed Funding,"1,00,000",
+2345,20/10/2015,PrimaSeller,Order Fulfillment SAAS platform,nan,Bangalore,"Dr. Aniruddha Malpani Manish Gupta, M&S Partners & others",Seed Funding,N/A,
+2346,20/10/2015,Opinio,Last Mile Delivery Service,nan,Bangalore,"Delhivery, Sands Capital and Accel Partners",Private Equity,"70,00,000",Series A
+2347,20/10/2015,Attune Technologies,Healthcare IT Solutions & services,nan,Chennai,"Qualcomm Venture, Norwest Venture Partners",Private Equity,"1,00,00,000",Series B
+2348,20/10/2015,iChef.in,Gourmet Meals Delivery,nan,Mumbai,Springboard Ventures,Private Equity,N/A,
+2349,21/10/2015,Jiyo Natural,Healthy Meals Food delivery platform,nan,Bangalore,Indian Angel Network,Seed Funding,N/A,
+2350,21/10/2015,AgentDesks,Real Estate Mobile CRM,nan,New York/ India,"Sierra Ventures, Cota Capital, Vegas Tech Fund",Seed Funding,"29,50,000",
+2351,21/10/2015,White Owl Brewery,Micro-Brewery,nan,Mumbai,"Arihant Patni, RAAY Global Investments",Private Equity,"15,30,000",Series A
+2352,21/10/2015,MealHopper,Home Made Food Marketplace,nan,Gurgaon,"Alok Bajpai, Rajnish Kumar, Amit Dey",Seed Funding,"1,00,000",
+2353,21/10/2015,Zenify.in,residential rental management platform,nan,Bangalore,"Atul Jalan, Shrikanth & Bharath",Seed Funding,"6,40,000",
+2354,21/10/2015,Stockal,Personalized Stock Intelligence Platform,nan,Bangalore,"R Natarajan, Mohan Alexander",Seed Funding,N/A,
+2355,23/10/2015,Medd,Personal Diagnostic Mobile App,nan,Mumbai,Group of Angel investors,Seed Funding,"1,50,000",Bridge Round
+2356,23/10/2015,Leaping Caravan,Online food ordering & Delivery service,nan,Gurgaon,Group of Angel investors,Seed Funding,"1,50,000",
+2357,23/10/2015,Frsh,Online food ordering & Delivery service,nan,Gurgaon,"Mumbai Angels, Mayank Bhangdia, Kae Capital",Private Equity,"10,00,000",Bridge Round
+2358,23/10/2015,Qik Stay,Hotel Aggregator & booking platform,nan,New Delhi,ID Enablers Pvt Ltd,Seed Funding,"2,50,000",
+2359,26/10/2015,Parcelled,Online Logistics Platform,nan,Bangalore,Delhivery,Private Equity,"50,00,000",
+2360,26/10/2015,AlmaMapper,Online Student & Campus Social Networking platform,nan,Ahmedabad,Oswal Techno Ventures LLP,Seed Funding,"4,00,000",
+2361,26/10/2015,Flexing It,Professionals & Project Search Marketplace,nan,New Delhi,undisclosed private investors,Seed Funding,"5,00,000",
+2362,26/10/2015,Netmeds.com,Online Pharmacy,nan,Chennai,"OrbiMed, Pradip Dadha Group",Private Equity,"5,00,00,000",Series A
+2363,26/10/2015,Razorpay,Online Payment Gateway,nan,Jaipur,"Tiger Global Management, Matrix Partners",Private Equity,"90,00,000",Series A
+2364,27/10/2015,Jombay,Psychometric Test Online Software,nan,Pune,Ventureworks India,Private Equity,N/A,
+2365,27/10/2015,Happitoo,Location based Nightlife recommendation\\xc2\\xa0 Platform,nan,Mumbai,Unnamed investor,Seed Funding,"77,000",
+2366,27/10/2015,Care24,Professional Health Services Platform,nan,Mumbai,India Quotient,Seed Funding,"3,50,000",
+2367,27/10/2015,Roadrunnr,Hyperlocal Logistics Service,nan,Bangalore,"Sequoia Capital, Nexus Venture Partners",Private Equity,"1,00,00,000",Series B
+2368,27/10/2015,Simpli5d,Online user engagement platform,nan,Gurgaon,"Redcliffe Capital, YourNest Angel Fund",Private Equity,N/A,Bridge Funding
+2369,28/10/2015,ORIGA Leasing,Asset Financing platform,nan,Mumbai,"ah! Ventures, 500 Startups & Other HNIs",Seed Funding,"11,00,000",
+2370,28/10/2015,Smartivity.in,Virtual Reality activity based learning platform,nan,New Delhi,S Chand and Co Pvt Ltd,Seed Funding,"2,00,000",
+2371,28/10/2015,UrDoorStep,Online Grocery Store,nan,Bangalore,Jupiter Capital,Private Equity,N/A,Series A
+2372,29/10/2015,Tavaga,Investment management platform,nan,Mumbai,Tracxn Syndicate,Seed Funding,N/A,
+2373,29/10/2015,Moglix,Industrial Toons Marketplace,nan,Noida,"Accel Partner, Jungle Ventures",Private Equity,N/A,pre-Series A
+2374,29/10/2015,ZopHop,Public Commute helper App,nan,Mumbai,"Amit Singhal, PK Gulati & others",Seed Funding,"4,50,000",
+2375,30/10/2015,Niki.ai,Artificial Intelligence Ecommerce Chatbot,nan,Bangalore,Unilazer Ventures,Seed Funding,N/A,
+2376,30/10/2015,Instavans,Truck Aggregator & Logistics service,nan,Bangalore,Suresh Vaswani,Seed Funding,N/A,
+2377,30/10/2015,LiftO,Ridesharing Mobile app,nan,Mumbai,"Rajesh Bhatia, Dheeraj Mehta & Others",Seed Funding,"1,30,000",
+2378,30/10/2015,TinyOwl,Food Discovery & Delivery Mobile app,nan,Mumbai,"Sequoia Capital, Matrix Partners",Private Equity,"75,00,000",Series B
+2379,30/10/2015,Toppr.com,Competitive exam learning platform,nan,Mumbai,InnoVen Capital,Private Equity,"20,00,000",Series C
+2380,30/10/2015,Kleeto,Document Digitization platform,nan,Gurgaon,GREX,Seed Funding,"2,30,000",pre-Series A
+2381,30/10/2015,BeaconsTalk,proximity marketing & Mobile Advertising platform,nan,Mumbai,Puneet Bhatia & others,Seed Funding,"80,000",
+2382,31/10/2015,Jugnoo,Autorickshaw Aggregator & Booking platform,nan,Chandigarh,Paytm,Private Equity,"1,00,00,000",Series B
+2383,01/09/2015,TOFlo,FinTech Startup Incubation platform,nan,Mumbai,Tania Johny Palathinkal,Seed Funding,"1,00,000",
+2384,01/09/2015,FXMartIndia,Payment Services platform,nan,Chandigarh,Flipkart,Private Equity,N/A,Strategic Investment (Majority Stake)
+2385,01/09/2015,Stylecracker,Personalized Styling platform,nan,Mumbai,Group of HNI investors,Private Equity,"10,00,000",Series A
+2386,01/09/2015,Luxuryhues,Luxury goods\\xc2\\xa0 Shopping Platform,nan,Gurgaon,Reliance Capital,Private Equity,"9,00,000",Series A
+2387,02/09/2015,HolaChef,Food Delivery Platform,nan,Mumbai,Ratan Tata,Private Equity,N/A,Part of Series A raised in June 2015
+2388,02/09/2015,Zivame,Online Lingerie Marketplace,nan,Bangalore,"Zodius Technology Fund, Khazanah Nasional Berhad",Private Equity,"4,00,00,000",Series C
+2389,02/09/2015,Capillary Tech,Cloud software solutions,nan,New Delhi,"Warburg Pincus, Sequoia Capital, Norwest Venture Partners",Private Equity,"4,50,00,000",Series D
+2390,03/09/2015,Jobspire,Job Search Platform,nan,Bangalore,Purvi Capital,Seed Funding,"2,60,000",
+2391,03/09/2015,MeraDoctor,Doctor consultancy Mobile App,nan,Mumbai,India Quotient & other investors,Seed Funding,N/A,
+2392,03/09/2015,Vistaar Finance,Small Business Financing (NBFC),nan,Bangalore,"WestBridge Capital, Omidyar Network, Elevar Equity, Saama Capital,\\xc2\\xa0 Lok Capital",Private Equity,"4,00,00,000",
+2393,03/09/2015,HiJinny,Beauty & Wellness Services Marketplace,nan,Mumbai,CMYK Health Boutique Pvt Ltd & Other individual investors,Seed Funding,N/A,
+2394,04/09/2015,Clapsnslaps,Online Movie Review Platform,nan,Mumbai,R M Picture Company Pvt. Ltd.,Seed Funding,"1,50,000",
+2395,04/09/2015,Blubox,ECommerce Brands\\xe2\\x80\\x99 Full Service Agency,nan,Mumbai,Ashish Jhalani,Seed Funding,"1,00,000",
+2396,04/09/2015,RoomCentral,Cloud-based Hotel Booking Platform,nan,Bangalore,Karanpal Singh,Seed Funding,"20,00,000",
+2397,07/09/2015,YouthKiAwaaz,Community Driven News/Views Platform,nan,New Delhi,"Raghav Bahl, Ritu Kapur",Seed Funding,"6,00,000",
+2398,07/09/2015,Prozo,Study Material Marketplace,nan,New Delhi,"Nalin Jain, Shomil Pant, Dinesh Kundu & others",Seed Funding,"2,05,000",
+2399,07/09/2015,Zomato,Restaurant Ratings & Reviews platform,nan,Gurgaon,"Temasek, Vy Capital",Private Equity,"6,00,00,000",Late Stage
+2400,07/09/2015,Sahayog Dairy,Dairy Based Product Manufacturer,nan,Bhopal,Acumen Fund,Private Equity,"18,00,000",Series A
+2401,08/09/2015,MockBank,Government Test Preparation platform,nan,Bangalore,Blume Ventures,Seed Funding,"4,00,000",
+2402,08/09/2015,ReportBee,Smart Report Cards for Schools,nan,Chennai,India Educational Investment Fund,Seed Funding,N/A,
+2403,08/09/2015,GuruG Learning,Teacher empowerment platform,nan,Bangalore,India Educational Investment Fund,Seed Funding,N/A,
+2404,10/09/2015,OnlineTyari,Multilingual Test Preparation Platform,nan,Gurgaon,"500 Startups, TV Mohandas Pai, Tandem Capital, Vikram Chachra, Aloke Bajpai",Private Equity,"7,70,000",Series A
+2405,10/09/2015,IndustryBuying,Industrial Tools Marketplace,nan,New Delhi,"Kalaari Capital, SAIF Partners, Beenextan investment fund",Private Equity,"92,00,000",Series B
+2406,10/09/2015,The/Nudge Foundation,Non Profit Organization to alleviate poverty,nan,Bangalore,"Nanadan Nilekani, InMobi, Paytm",Seed Funding,"3,15,000",
+2407,11/09/2015,FitMeIn,Gym & Fitness Studios Subscription platform,nan,New Delhi,Green House Ventures,Seed Funding,"1,00,000",
+2408,11/09/2015,Envoged,pre-used luxury item Marketplace,nan,Mumbai,"Ankush Nijhawan, Manish Dhingra, Gaurav Bhatnagar",Seed Funding,N/A,
+2409,11/09/2015,Zapyle,pre-used apparel shopping mobile app,nan,Bangalore,N/A,Seed Funding,"10,00,000",
+2410,11/09/2015,Renomania,Home Design & D\\xc3\\xa9cor platform,nan,New Delhi,Subodh Gupta,Seed Funding,N/A,
+2411,12/09/2015,CredR,Used Vehicles Marketplace,nan,Mumbai,Eight Road Ventures,Private Equity,"1,50,00,000",Series A
+2412,12/09/2015,YatraGenie,Online Bus & Cab ticketing platform,nan,Hyderabad,Ash Bhardwaj,Private Equity,N/A,Series A
+2413,14/09/2015,CanvasFlip,Mobile App testing platform,nan,Hyderabad,Bessemer Venture Partners,Seed Funding,"12,00,000",
+2414,14/09/2015,Shadowfax,Hyperlocal Delivery Services,nan,Gurgaon,Eight Roads Ventures,Private Equity,"90,00,000",Series A
+2415,14/09/2015,UE Life Sciences,Early Cancer Detection Solutions,nan,US/India,"Aarin Capital, Unitus Seed Fund",Private Equity,"30,00,000",Series A
+2416,14/09/2015,Ola Cabs,Cab rental Mobile app,nan,Bangalore,"Falcon Edge Capital, NY based Hedge Fund, Tiger Global, Softbank",Private Equity,"22,50,00,000",Late Stage
+2417,15/09/2015,Coverfox,Online Insurance Distribution Platform,nan,Mumbai,Cataraman Ventures,Private Equity,"20,00,000",Part of $12M Series B funding
+2418,15/09/2015,MoEngage,Mobile Marketing Automation Platform,nan,Bangalore,"Helion Venture Partners, Exfinity Ventures",Private Equity,"42,50,000",Series A
+2419,15/09/2015,Mubble,Prepaid Mobile Bill Manager App,nan,Bangalore,Nandan Nilekani,Seed Funding,N/A,
+2420,15/09/2015,Tea Trails,Chain of Tea Caf\\xc3\\xa9\\xe2\\x80\\x99s,nan,Mumbai,"Anil Matai, Vikram Tandon, Shyam Sundar R & others",Seed Funding,"10,00,000",
+2421,15/09/2015,Room on Call,Branded Budget Hotel Marketplace,nan,Noida,Payal Syal,Seed Funding,"3,00,000",
+2422,15/09/2015,FYNE,Home Fitting & Fixtures Marketplace,nan,Bangalore,Sandeep Dama & Others,Seed Funding,N/A,Pre-Series A
+2423,16/09/2015,ChaiPoint,Food Subscription platform,nan,Bangalore,Eight Roads Ventures,Private Equity,"1,00,00,000",Series A
+2424,16/09/2015,WedmeGood.com,Wedding Planning Platform,nan,Gurgaon,Indian Angel Network,Seed Funding,"4,10,000",
+2425,16/09/2015,XSTOK,B2B Mobile Auction Marketplace,nan,Mumbai,Oliphans Capital,Seed Funding,"4,50,000",
+2426,17/09/2015,UniLog,ECommerce Data Analytics Platform,nan,Bangalore,Kalaari Capital,Private Equity,N/A,
+2427,17/09/2015,Paintcollar,Designer Merchandize Marketplace,nan,Mumbai,Applyifi,Seed Funding,N/A,Bridge Funding
+2428,17/09/2015,YepMe,Private label Fashion eTailer,nan,Gurgaon,"Khazanah Nasional Berhad, Helion Venture Partners",Private Equity,"7,50,00,000",Series D
+2429,17/09/2015,Bueno,Online Food ordering & delivery,nan,Gurgaon,High Networth Individuals (No details),Seed Funding,"6,00,000",
+2430,18/09/2015,Plabro,Real Estate Broker Platform App,nan,New Delhi,"Sachin Bansal & Binny Bansal, Sol Primero, Outbox Ventures, Sangram Singh",Seed Funding,"3,50,000",
+2431,18/09/2015,CureJoy,Online Health & Wellness platform,nan,Bangalore,"Accel Partners, Subrata Mitra, Larry Braitman, Venk Krishna",Private Equity,"11,50,000",Pre-Series A
+2432,18/09/2015,Briston Technomach,Internet of Things platform,nan,New Delhi,Undisclosed,Seed Funding,"1,50,000",
+2433,18/09/2015,LabStreet,Diagnostic Labs aggregator platform,nan,Gurgaon,Multiple investors,Seed Funding,"1,50,000",
+2434,19/09/2015,DailyNinja,Hyperlocal Delivery Platform,nan,Bangalore,"Aprameya Radhakrishna, Naman Sarawagi, Afsal Salu,",Seed Funding,N/A,
+2435,21/09/2015,Portea Medical,Home Medical Care Services,nan,Bangalore,"Accel Partners, International Finance Corporation (IFC), Qualcomm Ventures, Ventureast",Private Equity,"3,75,00,000",
+2436,21/09/2015,Neotrade Analytics,Real-Time stock data platform,nan,Bangalore,Rainmatter,Seed Funding,"2,35,000",
+2437,21/09/2015,DishCo,Food discovery & table booking app,nan,Mumbai,"Anand Mahindra, Uday Punj, Ashish Hemrajani, Sanjeev Mehra",Seed Funding,N/A,
+2438,21/09/2015,LafaLafa,coupons and cashback aggregator app,nan,Mumbai,500 Startups,Seed Funding,"1,25,000",thru Accelerator
+2439,21/09/2015,ConnectAbank,Financial Products lead generation platform,nan,Mumbai,Prakhar Bumb,Seed Funding,N/A,
+2440,22/09/2015,VillFarm,Sustainable Agri-inputs Firm,nan,Bangalore,"Unitus Seed Fund, Rianta Capital, R Ramaraj, Sunil Edwards",Seed Funding,N/A,
+2441,22/09/2015,Bestdealfinance,Financial Services Portal,nan,Mumbai,"Kalaari Capital, YourNest Angel Fund",Private Equity,"30,00,000",Series A
+2442,22/09/2015,GameXS.in,Pre-owned games Marketplace,nan,New Delhi,Lead Angels,Seed Funding,N/A,
+2443,22/09/2015,The Man Company,Content-based Subscription eCommerce platform,nan,New Delhi,"Karan Bajwa, Amanpreet Bajaj, Manish Vij",Seed Funding,N/A,
+2444,22/09/2015,Virtual Logic,"virtual reality, 3d simulation and stereoscopic products",nan,Bangalore,Swarnim Multiventures,Private Equity,"8,00,000",Pre-Series A
+2445,22/09/2015,Furdo,Online Interior Designing platform,nan,Bangalore,Bhavdeep Reddy,Seed Funding,"4,00,000",
+2446,22/09/2015,LogiNext,End-to-end Logistics platform,nan,Mumbai,Paytm,Private Equity,"1,00,00,000",Series A
+2447,22/09/2015,Korra,Private Label Apparel sales,nan,New Delhi,Asha Jadeja Motwani & Others,Seed Funding,"3,00,000",
+2448,23/09/2015,Credihealth,Healthcare Consulting platform,nan,Gurgaon,Rajat Malhotra,Seed Funding,N/A,
+2449,23/09/2015,Amigobulls,Stock Market Portal,nan,Bangalore,"Sharad Sharma, Vijay Anand, Mohandas Pai. Pallav Nadhani, Singapore Angels Network & others",Seed Funding,N/A,
+2450,23/09/2015,SilverPush,Cross-device retargeting platform,nan,Gurgaon / SFO,M&S Partners,Private Equity,"12,00,000",Series A
+2451,23/09/2015,Juggernaut,Digital & Physical Publishing platform,nan,New Delhi,"William Bissell, Neeraj Aggarwal, Nandan Nilekani",Private Equity,"22,50,000",Series A
+2452,23/09/2015,InnerChef,Food Delivery Platform,nan,New Delhi,"Phanindra Sama, Anupam Mittal, Vijay Shekhar Sharma, Vishal Gondal, Sateesh Andara & others",Private Equity,"17,50,000",pre-Series A
+2453,24/09/2015,Quintype,Data Driven Publishing platform,nan,Bangalore,Raghav Bahl,Private Equity,"33,00,000",
+2454,24/09/2015,Capabiliti,Employee OnBoarding & Orientation platform,nan,Noida,"500 Startups, Smile Multimedia, Kunal Bahl, Rohit Bansal, Girish Matrubootham",Seed Funding,"4,00,000",
+2455,24/09/2015,Fourth Partner Energy,Solar Power Solutions company,nan,Hyderabad,"Infuse Ventures, The Chennai Angels",Private Equity,"20,00,000",Series A
+2456,24/09/2015,Licious,Online Meat Ordering platform,nan,Bangalore,"Kanwaljit Singh, TV Mohandas Pai",Seed Funding,"10,00,000",
+2457,25/09/2015,TravelKhana,online meal-booking platform for train travelers,nan,New Delhi,Astarc Ventures & Others,Seed Funding,N/A,Pre-Series A
+2458,28/09/2015,Quickli,hyperlocal delivery platform,nan,New Delhi,"500 Startups, Mato Peric & Others",Seed Funding,N/A,
+2459,28/09/2015,Ola Cabs,Cab Booking app platform,nan,Bangalore,Didi Kuaidi,Private Equity,"3,00,00,000",late Stage (part of $500M funding rnd)
+2460,29/09/2015,Paytm,E-Commerce & M-Commerce platform,nan,New Delhi,"Alibaba Group, Ant Financial",Private Equity,"68,00,00,000",Late Stage (Alibaba @ 40% equity)
+2461,29/09/2015,Inmobi,Mobile Advertising platform,nan,Bangalore,Tennenbaum Capital Partners & Others,Private Equity,"10,00,00,000",Late Stage
+2462,29/09/2015,Peppertap,Hyperlocal Grocery Delivery,nan,Gurgaon,"Sequoia India, SAIF Partners.",Private Equity,"3,60,00,000",Series B
+2463,29/09/2015,Hugefly,Ecommerce Product recommendation platform,nan,Pune,Mayank Singhal and others,Seed Funding,N/A,
+2464,29/09/2015,Brigge,Activity Based Social Network,nan,Chennai,The Chennai Angels,Seed Funding,N/A,
+2465,29/09/2015,Zakoopi,Fashion Discovery platform,nan,New Delhi,Uniqorn Ventures,Seed Funding,"3,50,000",
+2466,29/09/2015,LoanCircle,Consumer lending marketplace,nan,Bangalore,"Zishaan Hayath, Rahul Khanna & Others",Seed Funding,N/A,
+2467,30/09/2015,Infoworks,Big Data Management Platform,nan,Bangalore / USA,"Nexus Venture Partners, Knoll Ventures and others",Private Equity,"50,00,000",
+2468,30/09/2015,RedDoorz,Budget Accommodation Platform,nan,Noida,Jungle Ventures,Seed Funding,"10,00,000",
+2469,30/09/2015,FirstTouch,Local Mobile OS,nan,Gurgaon,"Kunal Bahl, Rohit Bansal, Pranay Chulet, Naveen Tiwari, Amit Gupta, Mayank Singhal",Seed Funding,N/A,Super angel round
+2470,30/09/2015,Eywa Media,Digital Signal processing platform,nan,Bangalore,"ah! Ventures, Viktor Koenig PE Fund, Mantra Ventures",Seed Funding,"10,00,000",
+2471,01/08/2015,Snapdeal,Ecommerce Marketplace,nan,New Delhi,"Alibaba, Foxconn, Softbank",Private Equity,"50,00,00,000",Late Stage Round 7th (More details)
+2472,01/08/2015,Ressy,Restaurant Discount app,nan,Pune,Mohandas Pai & others,Seed Funding,"4,00,000",
+2473,03/08/2015,Cuelearn,Tech-enabled learning,nan,New Delhi,Alok Mittal,Seed Funding,N/A,
+2474,03/08/2015,Connect India,ECommerce Logistics provider,nan,New Delhi,Aavishkaar,Private Equity,"50,00,000",Series A
+2475,03/08/2015,The Home Salon,on-demand home beauty and wellness portal,nan,Mumbai,VentureNursery,Seed Funding,N/A,
+2476,03/08/2015,Jusride,Self Driven Car rental,nan,Mumbai,"Alok Mittal, Zeeshan Hayat, Niraj Singh, Nikunj Jain, Anirudh Damani, Punit Goyal",Seed Funding,N/A,
+2477,03/08/2015,Oyorooms,Budget Hotel accommodation brand,nan,New Delhi,"SoftBank Group, Greenoaks Capital, Sequoia Capital,\\xc2\\xa0 Lightspeed India",Private Equity,"10,00,00,000",Series B
+2478,03/08/2015,Glowship,Energy & Environment Online Marketplace,nan,Bangalore,Infuse Ventures,Seed Funding,N/A,
+2479,03/08/2015,Wizrocket,User Engagment & Analytics platform,nan,Mumbai,"Sequoia Capital, Accel Partners",Private Equity,"96,00,000",Series B
+2480,04/08/2015,Pickingo,On-Demand Delivery Logistics,nan,New Delhi,"Orios Venture Partners, Zishaan Hayath",Private Equity,"13,00,000",Series A
+2481,05/08/2015,Grex,fund raising platform for startups,nan,Pune,"Kunal Bajaj, Chandru Badrinarayanan",Seed Funding,"6,50,000",
+2482,05/08/2015,LetsTransport,Logistics Tech Platform,nan,Bangalore,"Rebright Partners, Ankush Nijhawan, Gaurav Bhatnagar, Manish Dhingra",Seed Funding,"13,00,000",
+2483,05/08/2015,Zo Rooms,Online budget hotel chain,nan,New Delhi,"Tiger Global Management, Orios Venture Partners",Private Equity,"3,00,00,000",Series A
+2484,05/08/2015,Doormint,Hyperlocal Handyman services,nan,Mumbai,"Helion Venture Partners, Kalaari Capital",Private Equity,"30,00,000",Series A
+2485,05/08/2015,NightStay,hotel booking app,nan,Noida,"BedRock Ventures, Rajesh Sawhney, Shailesh Singh",Seed Funding,"5,00,000",
+2486,05/08/2015,Zocalo,Rental Accomodation finder,nan,New Delhi,"Sachin Bhatia, Rajesh Sawhney",Seed Funding,N/A,
+2487,05/08/2015,Sunday Realty Solutions,Tech Platform for property brokers,nan,Mumbai,"Ramesh Jogani, Shailesh Viswanathan, Jay Srinivasan",Seed Funding,"7,85,000",
+2488,06/08/2015,Klozee,Luxury Apparel rental,nan,Bangalore,Tracxn Labs,Seed Funding,N/A,
+2489,06/08/2015,Appvigil,App security\\xc2\\xa0 testing platform,nan,Mumbai,"Ravi Gururaj, Gaurav Sharma, Viswanath Ramachandran, RippleWave",Seed Funding,"5,00,000",pre Series-A
+2490,06/08/2015,practo,Doctor Appointment booking app,nan,Bangalore,"Sofina, Google Capital, Altimeter Capital, Sequoia Capital Global Equities, Yuri Milner, Sequoia Capital, Matrix Partners",Private Equity,"9,00,00,000",Series C
+2491,06/08/2015,LoudShout,anonymous bulletin board app,nan,New Delhi,"Sanjay Sethi, Ravi Jaipuria & others",Seed Funding,N/A,
+2492,06/08/2015,Wetravelsolo,Travel community platform,nan,New Delhi,"CCube Angels, Frontline Strategy",Seed Funding,N/A,
+2493,06/08/2015,Ketto,Crowd funding platform,nan,Mumbai,"Chennai Angels, Calcutta Angels, ah! Ventures, Intellecap Impact Investment Network, Indus Age Partners, Singapore Angel Network, India Internet Fund, LetsVenture",Seed Funding,"7,00,000",
+2494,06/08/2015,Ezetap,Mobile based PoS solution,nan,Bangalore,"Horizons Ventures, Capricorn Investment Group, Social+Capital, Helion Advisors, Berggruen Holdings",Private Equity,"2,50,00,000",Series C
+2495,06/08/2015,NDTV ecommerce venture,Car & Bike ecommerce platform,nan,Mumbai,"Inflexionpoint, Pramod Bhasin, Sixth Sense Ventures, Vindi Banga, Hiro Mashita",Private Equity,N/A,Series A
+2496,07/08/2015,Carl\\xe2\\x80\\x99s Jr,Fast food Chain Franchisee,nan,Gurgaon,YouWeCan Ventures,Seed Funding,"6,30,000",
+2497,07/08/2015,EasyRewardz,Loyalty Programs & Reward Points,nan,Mumbai,"Wealth First, Ashneer Grover, Atul Phadnis",Private Equity,"5,00,000",Pre-Series A
+2498,07/08/2015,GIBSS,Energy saving solutions provider,nan,Mumbai,"responsAbility Investments, Infuse Ventures",Private Equity,N/A,Series A
+2499,07/08/2015,StoreMore.in,Self-Storage Spaces,nan,Noida,Bedrock Ventures,Seed Funding,N/A,
+2500,07/08/2015,iOrderFresh,Grocery retail Mobile app,nan,New Delhi,Best Foodworks,Seed Funding,N/A,
+2501,10/08/2015,MyTaxiIndia,Taxi Rental platform,nan,Gurgaon,"Nihon Kotsu,",Private Equity,"5,00,000",Pre Series-A
+2502,10/08/2015,eSadar,ecommerce,nan,New Delhi,"Neha Vats, Gaurav Vats",Seed Funding,"80,000",
+2503,10/08/2015,Actionable Analytics,Machine Learning Platform,nan,New Delhi/ Houston,"B M Gupta, Vinod Singhal",Seed Funding,N/A,
+2504,10/08/2015,MyPoolin,mobile social network,nan,New Delhi,QPrize from Qualcomm Ventures,Seed Funding,"2,50,000",QPrize Contest Winners
+2505,10/08/2015,NearBuy (previously\\xc2\\xa0 groupon India),Hyper-Local Ecommerce,nan,New Delhi,Sequoia Capital,Private Equity,"1,60,00,000",Series A
+2506,10/08/2015,Inkmonk,Online printing marketplace,nan,Chennai,"Girish Mathrubootham, Phanindra Sama, Vikram Chachra, Others from LetsVenture",Seed Funding,"2,50,000",
+2507,10/08/2015,ToneTag,mobile payment software platform,nan,Bangalore,Reliance Capital Venture,Private Equity,"10,00,000",Series A
+2508,10/08/2015,Grey Orange,Automated Storage & Warehousing Solution,nan,Gurgaon,Tiger Global Management,Private Equity,"3,00,00,000",Series B
+2509,11/08/2015,Livspace,Home Design & D\\xc3\\xa9cor solutions,nan,Bangalore,"Helion Ventures, Jungle Ventures & Bessemer Venture Partners",Private Equity,"80,00,000",Series A
+2510,11/08/2015,WOW! MOMO,Quick Service Restaurant Chain,nan,Kolkata,Indian Angel Network,Seed Funding,"16,00,000",
+2511,11/08/2015,RainCan,Subscription based Online Grocery platform,nan,Pune,Ajeet Khurana & Others,Seed Funding,"1,00,000",
+2512,11/08/2015,Allygrow Technologies,engineering services company,nan,Mumbai,Zodius Technology Fund,Private Equity,"2,00,00,000",Series A
+2513,11/08/2015,Infogain,Business and IT consulting,nan,New Delhi / US,ChrysCapital,Private Equity,"6,30,00,000",N/A
+2514,12/08/2015,OneAssist,Credit Card Fraud protection solutions,nan,Mumbai,"Sequoia Capital, Lightspeed Ventures",Private Equity,"75,00,000",Series B
+2515,12/08/2015,BigBasket,Online & mobile Grocery store,nan,Bangalore,Bessemer Venture Partners,Private Equity,"5,00,00,000",Series C
+2516,12/08/2015,Sheroes,Career Community for Women,nan,Noida,"Quintillion Media, 500 Startups",Seed Funding,"7,70,000",
+2517,12/08/2015,Scripbox,Mutual Fund Investing platform,nan,Bangalore,"Accel Partners, Deep Kalra, Rajesh Magow, Mohit Gupta, Shamik Sharma",Private Equity,"25,00,000",Series A
+2518,13/08/2015,etaout,Ecommerce Marketing Software Platform,nan,Noida,"Amit Ranjan, Vijay Shekhar Sharma, Kunal Bahl, Girish Mathrubootham &\\xc2\\xa0 Group of other Angel investors",Seed Funding,"5,00,000",
+2519,13/08/2015,IFMR Holdings,Financial Inclusion platform,nan,Chennai,"Accion, LeapFrog Investments, Lok Capital",Private Equity,"2,50,00,000",Series B
+2520,13/08/2015,Massblurb,Digital Marketing automation solution,nan,Mumbai,"LetsVenture, Mumbai Angels",Seed Funding,N/A,
+2521,13/08/2015,Agrostar,Mobile Commerce for Farmers,nan,Pune,IDG Ventures,Private Equity,"40,00,000",Series A
+2522,14/08/2015,VoxWeb,Picture based Social App,nan,Mumbai,Jitendra Gupta & others,Seed Funding,"1,00,000",
+2523,14/08/2015,Trukky,Logistics service platform,nan,Ahmedabad,"Gujarat based angel investors, MMY co-Founder",Seed Funding,"2,45,000",
+2524,14/08/2015,VanityCube,On-Demand Beauty Services,nan,New Delhi,Group of angel investors,Seed Funding,N/A,
+2525,17/08/2015,Edu4Share,Exam Preparation Platform,nan,New Delhi,Nalin Jain & other angel investors,Seed Funding,"2,20,000",
+2526,17/08/2015,YourStory,Startup Focused Online Publisher,nan,Mumbai,"Ratan Tata, Vani Kola, T V Mohandas Pai, Karthee Madasamay",Seed Funding,N/A,
+2527,17/08/2015,Sampurnearth,Waste Management Solutions,nan,Mumbai,"Intellecap Impact Investment Network, family office fund",Seed Funding,"1,60,000",
+2528,17/08/2015,Orobind,App based Fitness coaching,nan,Bangalore,Existing & New Investors,Private Equity,N/A,pre series A
+2529,17/08/2015,Fixy,On demand cleaning & fixing services,nan,Mumbai,VentureNursery,Seed Funding,N/A,
+2530,17/08/2015,MSM Box,Beauty & Lifestyle platform,nan,New Delhi,Rohit Goel,Seed Funding,N/A,
+2531,17/08/2015,ShadowFax,on-demand delivery service,nan,Gurgaon,"Kunal Bahl, Rohit Bansal, Zishaan Hayath, Prashant Malik",Seed Funding,"3,10,000",
+2532,17/08/2015,Gadgets 360,Car & Bike ecommerce platform,nan,New Delhi,One97 Communications,Private Equity,N/A,Strategic Investment
+2533,18/08/2015,Roposo,Fashion Discovery platform,nan,Gurgaon,Tiger Global,Private Equity,"1,50,00,000",Series B
+2534,18/08/2015,IntelligenceNODE,Data Analytics Platform,nan,Mumbai,"New Enterprise Associates, Orios Venture Partners",Private Equity,"42,00,000",Series A
+2535,18/08/2015,HyperVerge,Deep Learning Cloud Algorithms,nan,Chennai,"NEA, Milliways Ventures, Naya Ventures",Seed Funding,"10,00,000",
+2536,18/08/2015,Twyst,Location based engagement & rewards platform,nan,Gurgaon,"Rohit Bhatia, Sunil Nikhar, Vaibhav Domkundwar, Siddharth Nautiyal",Seed Funding,N/A,
+2537,18/08/2015,IDfy,Online Identity Verification Services platform,nan,Mumbai,"NEA, Blume Ventures & others",Private Equity,N/A,Series A
+2538,18/08/2015,Zoojoo.be,Corporate Wellness App,nan,Bangalore,RoundGlass Partners,Private Equity,"10,00,000",Series A
+2539,19/08/2015,Fashionove,Fashion Search & Review Platform,nan,Kolkata,Umesh Yadav,Seed Funding,N/A,
+2540,19/08/2015,TimeSaverz,"Hyperlocal Maintenance, Repair & Cleaning services",nan,Mumbai,Unilazer Ventures,Private Equity,"24,00,000",
+2541,19/08/2015,Envoged,pre-owned Luxury online apparel seller,nan,Mumbai,"Manish Dhingra, Ankush Nijhawa, Gaurav Bhatnagar",Seed Funding,N/A,
+2542,19/08/2015,MebelKart,Online Furniture Marketplace,nan,Bangalore,AskMe,Private Equity,"2,00,00,000",
+2543,20/08/2015,LabsAdvisor,Online Diagnostic Tests Marketplace,nan,New Delhi,Group of Angel Investors,Seed Funding,"1,56,000",
+2544,20/08/2015,Flatpebble,Online marketplace for Photographers,nan,Hyderabad,Indian Angel Network,Seed Funding,"6,00,000",
+2545,20/08/2015,Bluegape.com,Visual Blogging platform,nan,New Delhi,"ah! Ventures, Times Internet, Rudy Gopalakrishnan",Seed Funding,"6,00,000",
+2546,21/08/2015,ePoise,Job Search Platform,nan,Bangalore,"Orios Venture Partners, Amit Ranjan & others",Seed Funding,"5,00,000",
+2547,24/08/2015,Jolly Food Fellow,Food Customer analytics platform,nan,Ahmedabad,The 1947,Seed Funding,"3,00,000",
+2548,24/08/2015,BookMeIn,Professional Service Appointment booking service,nan,Mumbai,Ajmera Group of Companies,Seed Funding,"4,00,000",
+2549,24/08/2015,iZofy,Scientific Horoscope Online Assistance platform,nan,Kolkata,Prime Capital Markets Ltd,Seed Funding,N/A,
+2550,24/08/2015,rBus,Tech enabled AC bus service,nan,Mumbai,"India Quotient, Anupam Mittal & others",Seed Funding,N/A,
+2551,25/08/2015,Qyk App,On-Demand App based Professional service provider,nan,Bangalore,"GrowX ventures, Tracxn Labs, Powai Lake Ventures, and Sahil Barua",Private Equity,"10,00,000",pre-series A
+2552,25/08/2015,EazyDiner,Restaurant Reservation Platform,nan,Gurgaon,"DSG Consumer Partners, Saama Capital",Private Equity,"30,00,000",Series A
+2553,25/08/2015,RevX,Cross-channel CRM platform,nan,Mumbai,"Norwest Venture Partners, Nexus Venture Partners, Helion Venture Partners, Draper Fisher Jurvetson, Peepul Capital",Private Equity,"40,00,000",Series A
+2554,25/08/2015,ICustomMadeIt,Professional Custom creators Marketplace,nan,Pune,Group of Angel Investors,Seed Funding,"2,50,000",
+2555,26/08/2015,PickMyLaundry,on-Demand Washing & Dry-Cleaning,nan,New Delhi,GHV Accelerator,Seed Funding,"1,00,000",
+2556,26/08/2015,Belita,On-Demand Beauty Service,nan,Mumbai,"India Quotient, LetsVenture investors, Lead Angels",Seed Funding,"4,00,000",
+2557,26/08/2015,EzySolare,solar products and services marketplace,nan,Ahmedabad,Infuse Ventures,Seed Funding,N/A,
+2558,26/08/2015,FoodTalkIndia,Online Food Community Platform,nan,Gurgaon,Undisclosed Investor,Seed Funding,"5,00,000",
+2559,27/08/2015,InstaSafe,Private Cloud Networks SAAS platform,nan,Bangalore,Group of Investors,Seed Funding,N/A,
+2560,27/08/2015,Eazy Coach,Education Marketplace,nan,Kolkata,Ravi Agarwal,Seed Funding,N/A,
+2561,27/08/2015,Djubo.com,Cloud Based Hotel Sales Platform,nan,New Delhi,Ibibo Group,Private Equity,N/A,Strategic Investment
+2562,28/08/2015,BetterButter.in,online recipe sharing platform,nan,New Delhi,"Growx Ventures, Manish Singhal",Seed Funding,N/A,
+2563,28/08/2015,Vyomo,Beauty & Lifestyle Mobile Marketplace,nan,Bangalore,Rocket Internet,Private Equity,"20,00,000",Pre-Series A
+2564,28/08/2015,RollMafia,QSR Restaurant Chain,nan,Pune,Equentia Natural Resources,Seed Funding,"1,60,000",
+2565,29/08/2015,iamwire,Digital Media publishing platform,nan,Gurgaon,"Li Tao, Li Jian, Draphant Consultants, Nitin Garg, Saurabh Jain, Mohit Agarwal",Seed Funding,N/A,
+2566,31/08/2015,DropKaffe,Online Coffee Delivery platform,nan,Bangalore,"Manish Singhal, P39 Capital & Others",Seed Funding,"3,00,000",
+2567,31/08/2015,Reverie,Language Localization Cloud platform,nan,Bangalore,"Aspada Investment Advisors, Qualcomm Ventures",Private Equity,"40,00,000",Series A
+2568,31/08/2015,Infinite Analytics,Big Data & predictive Analysis Platform,nan,Mumbai,"Ratan Tata, Nikhil Vora & others",Private Equity,N/A,Bridge Round
+2569,01/07/2015,Parcelled,Online Logistics Platform,nan,Bangalore,"Delhivery, Tracxn Labs",Seed Funding,N/A,
+2570,01/07/2015,Retigence Technologies,Business IT Intelligence Services,nan,Mumbai,Omnivore Partners,Private Equity,N/A,Series A
+2571,01/07/2015,Cloudcherry Analytics,CRM / Analytics platform,nan,Chennai,"The Chennai Angels, IDG Ventures India",Seed Funding,"10,00,000",
+2572,01/07/015,HandyHome,Hyperlocal Electronics repair Service,nan,Mumbai,"Bessemer Ventures, Kae Capital",Seed Funding,"6,30,000",
+2573,01/07/2015,iDreamCareer,Ed-Tech Platform,nan,New Delhi,"ah! Ventures, Vivek Joshi, Mohit Satyanand & others",Seed Funding,N/A,
+2574,01/07/2015,Ola Cabs,Cab rental Mobile app,nan,Bangalore,Ratan Tata,Private Equity,N/A,Personal Investment
+2575,01/07/2015,NxtGen,IT infrastructure & Data Center services,nan,Bangalore,"IFC, Axon Partners, Intel Capital",Private Equity,"1,35,00,000",Series A
+2576,02/07/2015,BankBazaar,Online Financial Services,nan,Chennai,"Amazon, Fidelity Growth Partners, Mousse Partners",Private Equity,"6,00,00,000",Series C\\n(More here)
+2577,02/07/2015,Gozoomo,Used Car Marketplace,nan,Bangalore,SAIF Partners,Private Equity,"50,00,000",Series A
+2578,02/07/2015,Zenatix,Internet of Things platform,nan,Gurgaon,"Rajan Anandan, Kunal Bahl, Rohit Bansal, Rahul Khanna",Seed Funding,"1,61,000",
+2579,03/07/2015,CultureAlley,Language Learning App,nan,Jaipur,Tiger Global,Private Equity,"65,00,000",Series A
+2580,03/07/2015,Goqii,Mobile Fitness Marketplace,nan,Mumbai,Vijay Shekhar Sharma,Private Equity,N/A,Pre-Series A
+2581,03/07/2015,Gingercrush,Custom Merchandize platform,nan,Ahmedabad,"Gokul Jaykrishna, Brand Capital",Seed Funding,"10,00,000",
+2582,04/07/2015,Elanic,P2P Pre-owned goods marketplace,nan,Bangalore,"Rebright Partners, Tracxn Labs, Aneesh Reddy",Seed Funding,N/A,
+2583,04/07/2015,Stitchwood,Custom Furniture Marketplace,nan,Mumbai,"Powai Lake Ventures, Ajeet Khurana & others",Seed Funding,"3,95,000",
+2584,05/07/2015,Urban Tailor,Online Tailoring Services,nan,Bangalore,Group of angel investors,Seed Funding,N/A,
+2585,06/07/2015,ConfirmtTkt,Rail Ticket Confirmation predictor,nan,Bangalore,Pravin Agarwala & others,Seed Funding,N/A,
+2586,06/07/2015,Paper Boat,Ethnic Beverages manufacturer,nan,Gurgaon,"Sofina, Hillhouse Capital",Private Equity,"3,00,00,000",Series B
+2587,06/07/2015,getNow,Hyperlocal Goods marketplace,nan,Nagpur,Atulya Mittal,Seed Funding,N/A,
+2588,07/07/2015,Wudstay,Budget Accommodation aggregator,nan,Gurgaon,"Mangroves Capital Partners, Vikas Saxena",Private Equity,"30,00,000",Series A
+2589,07/07/2015,Liases Foras,Real Estate Rating & Analysis,nan,New Delhi,DMG information Asia Pacific,Private Equity,"50,00,000",Series A
+2590,07/07/2015,Eatlo,Food Delivery platform,nan,Bangalore,"Powai Lake Ventures, Globeinvestor, Abhishekh Goyal",Seed Funding,N/A,
+2591,07/07/2015,IndiaLends,Financial Tech,nan,New Delhi,"DSG Consumer Partners, Siddharth Parekh",Private Equity,N/A,Pre-Series A
+2592,08/07/2015,Quinto,Food Discovery App,nan,Pune,Jaydeep Barman,Seed Funding,N/A,
+2593,08/07/2015,Saavn,Music Streaming App,nan,Mumbai,"Tiger Global Management, Bertelsmann India, Steadview Capital, Liberty Media, Mousse Partners, Quilvest",Private Equity,"10,00,00,000",Series C
+2594,08/07/2015,Flytxt,Big Data & Analytics platform,nan,Mumbai / Global,"Sunrise Capital GmBH, Big Data Investments B.V",Private Equity,"1,10,00,000",Series A
+2595,08/07/2015,Axtria,Big Data & Analytics platform,nan,India / US,"Helion Venture Partners,Amarpreet Sawhney, Deshpande Foundation, Fred Khosravi, Richard S. Braddock",Private Equity,"3,00,00,000",Series C
+2596,08/07/2015,33Coupons,Coupon Aggregator Platform,nan,Kanpur,Not Disclosed,Seed Funding,"20,000",
+2597,08/07/2015,Ampere,Electric Scooter manufacturer,nan,Coimbatore,Ratan Tata,Seed Funding,N/A,
+2598,08/07/2015,Hopping Chef,Online Food-Tech Platform,nan,Mumbai,Mirah Hospitality,Seed Funding,"4,70,000",Strategic Investment
+2599,08/07/2015,Collectabillia,Celebrity Fashion Brand,nan,Bangalore,Accel Partners,Private Equity,"75,00,000",Series B
+2600,08/07/2015,Lendingkart,Online Finance lending platform,nan,Ahmedabad,"Saama Capital, Mayfield, Ashvin Chadha, Shailesh Mehta",Private Equity,"1,00,00,000",Series A
+2601,08/07/2015,Lybrate,Healthcare Mobile App,nan,New Delhi,"Tiger Global Management, Ratan Tata, Nexus Venture Partners",Private Equity,"1,02,00,000",Series A
+2602,08/07/2015,Zoomcar,Self-driven vehicle rental,nan,Bangalore,"Sequoia Capital, Empire Angels, NGP",Private Equity,"1,10,00,000",Series B
+2603,09/07/2015,\\xc2\\xa0News in shorts,\\xc2\\xa0News Aggregator mobile app,nan,\\xc2\\xa0Noida,\\xc2\\xa0Tiger Global,Private Equity,"\\xc2\\xa020,000,000",\\xc2\\xa0Series B
+2604,09/07/2015,\\xc2\\xa0Bluestone,\\xc2\\xa0Online Jewellery Store,nan,\\xc2\\xa0Bangalore,"\\xc2\\xa0IvyCap Ventures, Accel Partners, Dragoneer Investment Group",Private Equity,"\\xc2\\xa016,200,000",
+2605,09/07/2015,\\xc2\\xa0Shopsity,\\xc2\\xa0Fashion Info Aggregator App,nan,\\xc2\\xa0Gurgaon,"\\xc2\\xa0 Sandeep Aggarwal, Teruhide Sato",Seed Funding,\\xc2\\xa0N/A,
+2606,09/07/2015,\\xc2\\xa0Notesgen,\\xc2\\xa0Online Study Notes Marketplace,nan,\\xc2\\xa0New Delhi,"\\xc2\\xa0Rajeev Saraf, Arvind Jha, R. Satya Narayanan",Seed Funding,\\xc2\\xa0N/A,
+2607,\\xc2\\xa010/7/2015,\\xc2\\xa0Infinity Assurance,\\xc2\\xa0Warranty Programs Service Administration,nan,\\xc2\\xa0New Delhi,\\xc2\\xa0Indian Angel Network,Seed Funding,"\\xc2\\xa0600,000",
+2608,10/07/2015,\\xc2\\xa0Footprints Education,\\xc2\\xa0Pre-School Chain,nan,\\xc2\\xa0Gurgaon,"\\xc2\\xa0LetsVenture, Kumar Bansal, Kshitij Jain",Seed Funding,"\\xc2\\xa0685,000",
+2609,10/07/2015,\\xc2\\xa0Loylty Rewards,\\xc2\\xa0Premium Loyalty Rewards Point Management,nan,\\xc2\\xa0Mumbai,\\xc2\\xa0IndianIdeas.com,Private Equity,"\\xc2\\xa019,350,000",\\xc2\\xa0Late Stage
+2610,13/07/2015,\\xc2\\xa0Ameyo,\\xc2\\xa0Contact Center Software Platform,nan,\\xc2\\xa0Gurgaon,\\xc2\\xa0Forum Synergies PE Fund,Private Equity,"\\xc2\\xa05,000,000",\\xc2\\xa0Series A
+2611,13/07/2015,\\xc2\\xa0Mamagoto,\\xc2\\xa0Casual Dining restaurant Chain,nan,\\xc2\\xa0New Delhi,\\xc2\\xa0Goldman Sachs,Private Equity,"\\xc2\\xa010,000,000",\\xc2\\xa0Series A
+2612,13/07/2015,\\xc2\\xa0Satvacart,\\xc2\\xa0Online Grocery Delivery,nan,\\xc2\\xa0Gurgaon,\\xc2\\xa0Palaash Ventures,Seed Funding,\\xc2\\xa0N/A,
+2613,14/07/2015,MySmartPrice,Online comparison engine,nan,Hyderabad,"Accel Partners, Helion Venture Partners",Private Equity,"1,00,00,000",Series B
+2614,14/07/2015,Zenify,Residential Rental management platform,nan,Bangalore,Atul Jalan,Seed Funding,\\xc2\\xa0N/A,
+2615,14/07/2015,Boxmyspace,Physical Storage warehouses,nan,Mumbai,"Ritesh Veera, Singapore Angel Network, Orios Venture Partners,",Seed Funding,"3,00,000",
+2616,14/07/2015,HackerRank,Tech Recruitment platform,nan,Bangalore,HR Technology fund,Private Equity,"75,00,000",Series C
+2617,14/07/2015,WickedRide,Bike Rental Platform,nan,Bangalore,Undisclosed,Seed Funding,"7,90,000",
+2618,14/07/2015,WoWexpress,Tech enabled logistics platform,nan,Mumbai,Tamarind Family Private Trust,Seed Funding,"5,00,000",
+2619,15/07/2015,Oyo Rooms,Budget Hotel Accommodation,nan,Gurgaon,"Softbank, Sequoia Capital",Private Equity,"10,00,00,000",Series B
+2620,15/07/2015,Mobikon,Restaurant customer engagement platform,nan,Pune,Jungle Ventures,Private Equity,"23,00,000",Series B
+2621,15/07/2015,InstaLively.com,Live video streaming app,nan,New Delhi,"Anupam Mittal, Anand Chandrasekaran, Uday Shankar, Chetan Bhagat",Seed Funding,N/A,
+2622,15/07/2015,Roadrunnr,Hyper local logistics platform,nan,Bangalore,"Sequoia Capital, Nexus Venture Partners, Blume Ventures",Private Equity,"1,10,00,000",Series A
+2623,16/07/2015,Ketto,Crowd Funding Platform,nan,Mumbai,"Pradyumna Dalmia, Sudhir Rao & Others",Seed Funding,"7,00,000",
+2624,17/07/2015,QuikWallet,F&B sector Mobile Payment platform,nan,Mumbai,Snow Leopard Technology Ventures,Private Equity,"16,00,000",Follow on Funding
+2625,17/07/2015,Omnikart,Industrial Supplies B2B ecommerce,nan,Mumbai,"Sumit Gandhi, Manish Gandhi",Seed Funding,"1,00,000",
+2626,20/07/2015,Zo Rooms,Online budget hotel chain,nan,New Delhi,"Tiger Global, Orios Venture Partners.",Private Equity,"1,50,00,000",No confirmation
+2627,20/07/2015,Innoviti,Payment Solutions platform,nan,Bangalore,"Catamaran Ventures, New India Investment Corporation",Private Equity,"48,50,000",Series A
+2628,21/07/2015,ZenRadius,Online Hiring Platform,nan,Bangalore,"Tracxn Labs, Deepak Singh",Seed Funding,N/A,
+2629,21/07/2015,Joy by nature,Organic Food ecommerce,nan,New Delhi,"Mumbai Angels, Vriddhi Fund, Others",Private Equity,"10,00,000",Series A
+2630,22/07/2015,Iqlect,Big Data & Analytics platform,nan,Bangalore,Exfinity Venture Partners,Private Equity,"20,00,000",Series A
+2631,22/07/2015,deGustibus,Fine Dining Restaurant Chain,nan,Mumbai,India Value Fund Advisors,Private Equity,"3,00,00,000",Late Stage
+2632,23/07/2015,Nestaway,Luxury Rental Homes,nan,Bangalore,"Flipkart, Tiger Global",Private Equity,"1,27,50,000",Series A
+2633,23/07/2015,Mswipe,Mobile Point of Sale payment solution,nan,,"Falcon Edge Capital, Meru Capital, Ola, Matrix Partners, DSG Consumer Partners, Axis Bank",Private Equity,"2,50,00,000",Series B
+2634,23/07/2015,Myonsto,Online Grocers,nan,Ahmedabad,Jayant Bokadia,Seed Funding,"3,20,000",
+2635,23/07/2015,iCrushiFlush,Casual Dating App,nan,Mumbai,IDG Ventures India,Seed Funding,N/A,
+2636,23/07/2015,MedGenome,Clinical Genomics Provider,nan,Bangalore,Sequoia Capital,Private Equity,"2,00,00,000",Series B
+2637,23/07/2015,HolidayIQ,Travel information portal,nan,Bangalore,MakeMyTrip,Private Equity,"1,50,00,000",Strategic Investment
+2638,23/07/2015,Fitternity,Fitness Marketplace,nan,Mumbai,Exfinity Venture Partners,Private Equity,"10,00,000",Series A
+2639,23/07/2015,Quikr,Online & Mobile classified listings,nan,Mumbai,"AB Kinnevik, Falcon Edge Capital, Coatue Management",Private Equity,"6,00,00,000",Late Stage
+2640,23/07/2015,JetSetGo,Private Jet/ Helicopter Marketplace,nan,New Delhi,YourWeCan Ventures,Seed Funding,N/A,
+2641,24/07/2015,BroEx,Real Estate Broker network App,nan,Gurgaon,Lightspeed India,Private Equity,"10,00,000",Bridge round
+2642,25/07/2015,Shopatplaces,Ethnic/ Traditional Fashion Store,nan,New Delhi,Indian Angel Network,Seed Funding,N/A,
+2643,25/07/2015,CredR,Used Bikes Marketplace,nan,Mumbai,Fidelity Growth Partners,Private Equity,"1,50,00,000",Series A
+2644,27/07/2015,ManageMySpa,Spa & Salon Management Software,nan,Hyderabad,Accel Partners,Private Equity,"60,00,000",Series A
+2645,27/07/2015,Townrush,B2B logistics delivery platform,nan,Bangalore,Lightspeed Venture Partners,Seed Funding,N/A,
+2646,27/07/2015,Locus,Logistics Automation Platform,nan,Bangalore,"growX ventures,\\xc2\\xa0 Manish Singhal",Seed Funding,N/A,
+2647,27/07/2015,Bevy,Online Hiring Platform,nan,Bangalore,Varun Agarwal & Others,Seed Funding,N/A,
+2648,28/07/2015,Pepperfry,Online home d\\xc3\\xa9cor marketplace,nan,Mumbai,"Goldman Sachs, Zodius Technology Fund, Bertelsmann India Investments Norwest Venture Partners.",Private Equity,"10,00,00,000",Series D
+2649,28/07/2015,Flipkart.com,Online Marketplace,nan,Bangalore,Steadview Capital and existing investors,Private Equity,"70,00,00,000","Late Stage, 10th Round More here"
+2650,28/07/2015,Opinio,Hyperlocal food & grocery store,nan,Bangalore,"Accel Partners, Traxcn Labs & Others",Seed Funding,"13,00,000",
+2651,28/07/2015,Zoctr,Health-Tech platform,nan,Mumbai,"Sandeep Parwal, Krishan Gupta & Others",Seed Funding,"10,00,000",
+2652,29/07/2015,Zimmber,Hyperlocal Handyman Services,nan,Mumbai,"IDG Ventures India, Omidyar Network, Sherpalo Ventures,\\xc2\\xa0 Mohandas Pai",Private Equity,"20,00,000",Series A
+2653,29/07/2015,trueHb,Medical Tech Instruments,nan,New Delhi,"Sachin and Binny Bansal, Malvinder and Shivinder Singh, Gurpreet Singh & others",Seed Funding,"24,00,000",
+2654,29/07/2015,Zovi.com / Little App,Hyperlocal Deals Marketplace,nan,Bangalore,"Paytm, SAIF Partners,\\xc2\\xa0 Tiger Global Management & others",Private Equity,"5,00,00,000",Series A
+2655,29/07/2015,Swajal,Innovative Water Solutions,nan,Gurgaon,Abhishek Gupta,Private Equity,"12,00,000",Series A
+2656,30/07/2015,Pipa Bella,Online Jewelry Store,nan,Mumbai,LionRock Capital,Private Equity,"6,00,000",Pre-Series A
+2657,30/07/2015,Pragmatix,Business intelligence & Analytics,nan,Mumbai,SIDBI Venture Capital Ltd,Private Equity,"24,00,000",Series A
+2658,30/07/2015,Droom.in,Used Vehicle Marketplace,nan,New Delhi,"Lightbox Ventures, Beenos",Private Equity,"1,60,00,000",Series A
+2659,30/07/2015,MadRat Games,Educational Board Games,nan,Bangalore,"Kunal Bahl, Rohit Bansal",Seed Funding,"1,68,000",
+2660,30/07/2015,Noodle Play,Chinese food delivery,nan,Mumbai,"Elliot Stechman, Gautam Sinha, Ambarish Ray",Seed Funding,"1,68,000",
+2661,30/07/2015,Wassup,On-Demand Laundry & Dry cleaning App,nan,Chennai,B S Nagesh,Private Equity,N/A,Pre-Series A
+2662,30/07/2015,Cartisan,On-Demand Car services App,nan,Bangalore,"YouWeCan Ventures,\\xc2\\xa0 Aprameya Radhakrishna",Seed Funding,N/A,
+2663,31/07/2015,LazyLad,Hyperlocal Grocery App,nan,Gurgaon,"Jai Choi, Kiyohiro Sugashita, Hirokazu",Private Equity,"5,00,000",pre-Series A
+2664,31/07/2015,TripFactory,Online Curated Holiday package bookings,nan,Bangalore,"Aarin Capital Partners,",Private Equity,N/A,Series A
+2665,31/07/2015,Prothom,Hasbro Toy Manufacturer,nan,Pune,Oliphabs Capital,Private Equity,"20,00,000",Series A
+2666,31/07/2015,Bona Vita,Travel Tech,nan,Gurgaon,MakeMyTrip,Private Equity,"50,00,000",Strategic Investment
+2667,01/06/2015,Vyomo,Beauty and Wellness Platform,nan,New Delhi,Aprameya Radhakrishna,Seed Funding,N/A,
+2668,01/06/2015,Veeba Foods,Healthy Food Manufacturer,nan,New Delhi,"DSG Consumer Partners, Saama Capital.",Private Equity,"60,00,000",Series B
+2669,01/06/2015,Truebil,Used Car Marketplace,nan,Mumbai,"Kae Capital, Anupam Mittal",Seed Funding,"5,00,000",
+2670,01/06/2015,Meritnation,Online Learning Platform,nan,New Delhi,InfoEdge,Private Equity,"40,00,000",Series C
+2671,01/06/2015,Eattreatonline,Healthy Food Online Community,nan,New Delhi,Group of 15 Angel Investors,Seed Funding,"3,50,000",
+2672,01/06/2015,CredR,Used two-wheeler Marketplace,nan,Mumbai,GrowthStory,Seed Funding,N/A,
+2673,01/06/2015,Glamrs,Online Fashion Video Portal,nan,Mumbai,"Ventureworks India, Blume Ventures, Batlivala & Karani Securities, Nikunj Jhaveri",Private Equity,"10,00,000",Pre-Series A
+2674,01/06/2015,Proviera,Probiotic Technology Products Manufacturer,nan,Chennai,Infuse Ventures,Private Equity,"5,50,000",
+2675,01/06/2015,Arth DesignBuild,Architectural Design & Consulting,nan,Hyderabad,Srinivas Tirupati,Seed Funding,"5,00,000",
+2676,02/06/2015,Saama,Big Data & Analytics Services,nan,Pune / US,Carrick Capital Partners,Private Equity,"3,50,00,000",Series A
+2677,02/06/2015,AllIzHealth,Preventive Healthcare Services,nan,Pune,Mumbai Angels & Other angel investors,Seed Funding,"3,50,000",
+2678,02/06/2015,Karma Healthcare,Tech-enabled Rural Healthcare Services,nan,Udaipur,Ennovent Impact Investment Holding,Private Equity,N/A,Series A
+2679,03/06/2015,Entropy Innovations,Engineering Innovations,nan,Mumbai,Mark Mobius & 9 Other Angel investors,Seed Funding,N/A,
+2680,03/06/2015,Propstack,Real Estate Intelligence Platform,nan,Mumbai,DMG Information,Private Equity,"30,00,000",Series A
+2681,03/06/2015,MyTaxiIndia,Online Car Rental Affiliates,nan,New Delhi,Green House Ventures,Seed Funding,"1,00,000",
+2682,03/06/2015,Arkin Net,Data Center Software platform,nan,Pune / US,Nexus Venture Partners,Private Equity,"1,50,00,000",Series B
+2683,03/06/2015,Little Black Book Delhi,Online City & Lifestyle Guide,nan,New Delhi,"Rajan Anandan, Niraj Singh, Sachin Bhatia, Singapore Angel Network & Aseem Vadehra",Seed Funding,"1,50,000",
+2684,03/06/2015,MyPoolin,P2P Payments platform,nan,New Delhi,"Sharad Sharma, Rajan Anandan, Sunil Kalra, Amit Ranjan, Rohan Malhotra,\\xc2\\xa0 Arjun Malhotra, Gautam Gandhi",Seed Funding,N/A,
+2685,03/06/2015,iCustomadeit,Bespoke Merchandize Marketplace,nan,Pune,"Virendra Shahney, Dr Paresh Doshi",Seed Funding,"2,50,000",
+2686,03/06/2015,KAARYAH,Women Lifestyle Marketplace,nan,Gurgaon,Ratan Tata,Seed Funding,N/A,
+2687,04/06/2015,Ecom Express,Logistics Solution Provider,nan,New Delhi,Warburg Pincus,Private Equity,"13,70,00,000",Series C
+2688,04/06/2015,Vidooly,Video Intelligence Platform,nan,Noida,Bessemer Venture Partners,Private Equity,"10,00,000",Pre-Series A
+2689,04/06/2015,Zopper,Hyperlocal Shopping App,nan,Mumbai,"Tiger Global,\\xc2\\xa0 Nirvana Ventures Advisors",Private Equity,"2,00,00,000",Series C
+2690,04/06/2015,Flipkart,eCommerce platform,nan,Bangalore,Morgan Stanley,Private Equity,"5,00,00,000",Late Stage
+2691,05/06/2015,kWatt Solutions,Renewable energy solutions,nan,Mumbai,N/A,Seed Funding,"5,00,000",
+2692,05/06/2015,Medwell Ventures,Healthcare\\nService provider,nan,Bangalore,"Fidelity Growth Partners, Fidelity Biosciences",Private Equity,"1,00,00,000",Series A
+2693,05/06/2015,Jugnoo,Auto Rickshaw Based Services,nan,Chandigarh,"Snow Leopard, Paytm",Private Equity,"50,00,000",Series A
+2694,08/06/2015,PosterGully,Artist / Designer Marketplace,nan,New Delhi,"Natarajan Iyer,Rajesh Sawhney,\\xc2\\xa0 & other Angel investors.",Seed Funding,N/A,
+2695,08/06/2015,Applied Solar Technologies,Off-grid Solar Power,nan,Mumbai,"Future Fund,Bessemer Venture, Capricorn Investment and IFC",Private Equity,"4,00,00,000",Series B
+2696,09/06/2015,Clovia,Private Label lingerie Ecommerce,nan,New Delhi,IvyCap Ventures,Private Equity,"50,00,000",Series A
+2697,09/06/2015,Swiggy,Online Food Ordering,nan,Bangalore,"Norwest Venture Partners, SAIF Partners, Accel Partners",Private Equity,"1,65,00,000",Series B
+2698,09/06/2015,PayMango,Mobile Commerce Platform,nan,Gurgaon,Group of Angel Investors,Seed Funding,"2,34,000",
+2699,09/06/2015,Printland,Online Printing Services,nan,New Delhi,SIDBI Venture Capital Ltd,Private Equity,N/A,Series A
+2700,09/06/2015,Teritree,Digital Marketing Services,nan,Bangalore,KCL,Seed Funding,"1,40,000",
+2701,10/06/2015,Guiddoo,Travel Guide Mobile App,nan,Mumbai,"Pawan Borle, SVP Fly Dubai & Others",Seed Funding,N/A,
+2702,10/06/2015,Voonik,Fashion Ecommerce store,nan,Bangalore,"Sequoia Capital, Seedfund",Private Equity,"50,00,000",Series A
+2703,11/06/2015,AdStringO,Mobile Compression Software,nan,Mumbai,"Arihant Patni, Vishal Khare,\\xc2\\xa0 Viswanath Ramachandran",Seed Funding,"3,50,000",
+2704,11/06/2015,Faircent.com,Peer to Peer Lending platform,nan,Gurgaon,M&S Partners Pte. Ltd,Seed Funding,"2,50,000",Pre-Series A
+2705,12/06/2015,La Renon,Global Healthcare products,nan,Ahmedabad,Sequoia Capital,Private Equity,"1,60,00,000",Series A
+2706,15/06/2015,Homelane,Home Furnishing Solutions,nan,Bangalore,Sequoia Capital,Private Equity,"5,00,00,000",Series B
+2707,15/06/2015,iSTAR,Skill Training & Placement Platform,nan,Bangalore,Unitus Seed Fund,Private Equity,N/A,Series A
+2708,15/06/2015,Shippr,Intra-City Logistics service,nan,Bangalore,i2india Pvt Ltd,Seed Funding,"5,00,000",
+2709,16/06/2015,FoodAbhi,online tiffin service aggregator,nan,Mumbai,Group of angel investors,Seed Funding,N/A,
+2710,16/06/2015,Karma Recycling,Electronic Goods recycling service,nan,Delhi,"Infuse Ventures, Low Carbon Enterprise Fund",Private Equity,N/A,Series A
+2711,16/06/2015,CouponRaja,Online Coupon & comparison platform,nan,Mumbai,"Mahesh Pratapneni, Pallab Chatterjee & others",Seed Funding,"5,00,000",
+2712,17/06/2015,Babychakra,Parents & Kids Online platform,nan,Mumbai,"Mumbai Angels, Patni Family Office, Singapore Angel Network, Karan Maheshwari, Jatin Aneja, Kishor Ganji, Roopa Nath",Seed Funding,N/A,
+2713,17/06/2015,Jiffstore,Online Grocery platform,nan,Bangalore,"Unitus Seed Fund, Times Internet",Seed Funding,N/A,additional funding round
+2714,17/06/2015,MyDentist,Dental Clinic chain,nan,Mumbai,"LGT Group, Asian Healthcare fund, Seedfund",Private Equity,"82,00,000",Series C
+2715,18/06/2015,Moovo,On-Demand Logistics Service,nan,New Delhi,YouWeCan Ventures,Seed Funding,N/A,
+2716,18/06/2015,Fracktal Works,3D Printer Manufacturer,nan,Bangalore,Neoteric Infomatique Limited,Private Equity,"30,00,000",Series A
+2717,18/06/2015,Hansa Customer Equity,IT / Customer Engagement Consulting,nan,Mumbai,ASK Pravi,Private Equity,"50,00,000",Series A
+2718,18/06/2015,HealthifyMe,Health & Fitness App,nan,Bangalore,"Gopal Srinivasan, Sashi Reddy, Amit Gupta, Pallav Nadhani",Private Equity,N/A,Series A
+2719,18/06/2015,CAKART.in,Online Education Marketplace,nan,Bangalore,Sunil Maheshwari & group of investors,Seed Funding,N/A,
+2720,19/06/2015,Housejoy,Home services marketplace,nan,Bangalore,Matrix Partners,Private Equity,"40,00,000",Series A
+2721,19/06/2015,FundsIndia.com,Financial Services Platform,nan,Chennai,"Faering Capital, Foundation Capital, Inventus Capital Partners",Private Equity,"1,10,00,000",Series C
+2722,20/06/2015,Cupick,Social Network for Artists,nan,Bangalore,Group of Angel Investors from US/India,Seed Funding,"1,20,000",
+2723,20/06/2015,Tracxn,Startup funding platform,nan,Bangalore,"Sachin Bansal, Bunny Bansal & other investors",Private Equity,"1,00,00,000",Series A
+2724,21/06/2015,Holachef,Food Delivery Platform,nan,Mumbai,"Kalaari Capital, India Quotient",Private Equity,"31,00,000",Series A
+2725,22/06/2015,elong,Data Driven recruitment recommendation,nan,Bangalore,"Kunal Bahl, Rohit Bansal, Blume Ventures, Phanindra Sama, Raju Reddy",Private Equity,"50,00,000",Series A
+2726,22/06/2015,Ixigo,Travel Search Engine,nan,Gurgaon,Micromax Informatics,Private Equity,N/A,Strategic Investment
+2727,22/06/2015,SkillAngels,Brain Games Platform,nan,Chennai,Sprout Angels LLP,Seed Funding,N/A,
+2728,22/06/2015,Vidgyor,Video Advertisement Platform,nan,Bangalore,AngelPrime,Seed Funding,"5,00,000",
+2729,22/06/2015,Banihal,Algorithmic Match Making Platform,nan,New Delhi / California,Dr David Cheriton,Seed Funding,N/A,
+2730,23/06/2015,Goodservice,Mobile Chat based concierge service,nan,New Delhi,Sequoia Capital,Private Equity,"16,00,000",Series A
+2731,23/06/2015,Treebo,Online Budget Hotel Booking Service,nan,Bangalore,"Matrix Partners India, SAIF Partners",Private Equity,"60,00,000",Series A
+2732,23/06/2015,EduKart,Online education marketplace,nan,New Delhi,"Holostik Group, YouWeCan Ventures, 500 Startups, Vijay Shekhar Sharma, Manish Kheterpal, Amit Patni",Private Equity,"10,00,000",Series A
+2733,23/06/2015,Healthians.com,Preventive healthcare services,nan,Hyderabad,YouWeCan Ventures,Seed Funding,N/A,
+2734,24/06/2015,LabInApp,Science Learning App,nan,Bangalore,Unitus Seed Fund,Seed Funding,N/A,
+2735,24/06/2015,Syona Cosmetics,Beauty and Wellness platform,nan,Chennai,Chennai Angels,Seed Funding,N/A,
+2736,24/06/2015,Sigrid Education,Online Education Platform,nan,Noida,Oliphans Capital,Seed Funding,N/A,
+2737,24/06/2015,Indix,SaaS product intelligence platform,nan,,"Nokia Growth Partners, Nexus Venture Partners, Avalon Ventures",Private Equity,"1,50,00,000",Series C
+2738,24/06/2015,The Porter,Logistics Tech,nan,Mumbai,"Sequoia Capital, Kae Capital, Anupam Mittal, Sandeep Tandon",Private Equity,"55,00,000",Series A
+2739,24/06/2015,Retention.ai,App Analytics platform,nan,Bangalore,"Mercury Fund, Anshu Sharma, Pratyush Prasanna, Robert Winters & others",Seed Funding,"5,00,000",
+2740,25/06/2015,Fusion Microfinance,Micro Finance Platform,nan,New Delhi,"Development finance institution Belgian Investment Company, Oikocredit",Private Equity,"86,00,000",Series C
+2741,25/06/2015,Zinka,Freight logistics platform,nan,Bangalore,"Accel Partners, Flipkart",Private Equity,"60,00,000",Series A
+2742,26/06/2015,CreditMantri,Credit Management Services,nan,Chennai,"IDG Ventures India, Elevar Equity, Accion Venture Lab",Private Equity,"25,00,000",Series A
+2743,26/06/2015,GetMyPeon,Hyperlocal Handyman Services,nan,Mumbai,Undisclosed investors,Seed Funding,"2,50,000",
+2744,29/06/2015,UrbanClap,Hyperlocal services marketplace,nan,New Delhi,"SAIF Partners,\\xc2\\xa0 Accel Partners",Private Equity,"1,00,00,000",Series A
+2745,29/06/2015,StayGlad,Beauty services Mobile Marketplace,nan,Bangalore,"Tracxn Labs, Sahil Barua",Seed Funding,N/A,
+2746,29/06/2015,AdWyze,Marketing / Advertising Automation platform,nan,Bangalore,Mape Advisory,Seed Funding,"10,00,000",
+2747,29/06/2015,Zimmber,Hyperlocal Handyman Services,nan,Mumbai,"Naveen Tiwari, Mohit Saxena, Amit Gupta, Piyush Shah, Manish Dugar",Seed Funding,"4,00,000",
+2748,30/06/2015,Buttercups,Online Lingerie platform,nan,Bangalore,"Kanwaljit Singh, Angie Mahtaney, Manoj Varghese",Seed Funding,N/A,
+2749,30/06/2015,RailYatri,Railways Information Mobile app,nan,Bangalore,"Helion Ventures, Omidiyar Network, Blume Ventures and Ujama",Private Equity,N/A,Pre-Series A
+2750,30/06/2015,aagaar.com,Hyperlocal grocery delivery,nan,Gurgaon,Group of Investors,Seed Funding,N/A,
+2751,30/06/2015,Flatchat,Flat rental Mobile App,nan,Bangalore,Commonfloor,Private Equity,"25,00,000",Strategic Funding
+2752,30/06/2015,MyCFO,Wealth Management Platform,nan,Mumbai,Sameer Koticha,Private Equity,"15,00,000",Series A
+2753,01/05/2015,Foodpanda,Online Food Delivery,nan,Gurgaon,"Goldman Sachs, Rocket Internet",Private Equity,"10,00,00,000",Series D
+2754,01/05/2015,Termsheet,Fund Raising Platform,nan,Chennai,"Anand Vijay, Nipun Dureja, Satyajit Heeralal, Keith Rodricks, Gaurav Lochan, Azmul Haque, Nikhil Bagri",Seed Funding,"1,00,000",
+2755,04/05/2015,Applicate,Workforce Management Software,nan,Bangalore,"Rishi Vasudev, Amit Gupta, Rajiv Nayan",Seed Funding,"5,50,000",
+2756,04/05/2015,World Art Community,Online Art Marketplace,nan,Gurgaon,Viraj Tyagi & others,Seed Funding,"2,00,000",
+2757,04/05/2015,SpoonJoy,Online Food Delivery,nan,Bangalore,SAIF Partners,Seed Funding,"10,00,000",
+2758,05/05/2015,Seed Schools,Affordable Education,nan,Hyderabad,Acumen Fund,Seed Funding,"6,50,000",
+2759,05/05/2015,Ignis Careers,Career Development,nan,Hyderabad,Acumen Fund,Seed Funding,"2,50,000",
+2760,05/05/2015,Square Yards,Real Estate Advisory,nan,Gurgaon,Undisclosed Investors,Private Equity,"60,00,000",pre-Series A
+2761,05/05/2015,Fintellix,Banking Analytics Platform,nan,Bangalore,"IDG Ventures, Sequoia Capital",Private Equity,"1,50,00,000",Series C
+2762,05/05/2015,Customer360,Customer Engagement Platform,nan,Mumbai,Vishwas Patel,Seed Funding,N/A,
+2763,06/05/2015,Delhivery,Ecommerce Logistics,nan,Gurgaon,"Tiger Global Management, Multiples Alternate Asset Management, Nexus Venture Partners, Times Internet",Private Equity,"8,50,00,000",Series D
+2764,06/05/2015,Swiggy,Online Food Delivery,nan,Bangalore,Norwest Venture Partners,Private Equity,"1,50,00,000",Series B
+2765,07/05/2015,Uniphore,Speech Recognition Solutions,nan,Chennai,"IDG Ventures, Kris Gopalakrishnan",Private Equity,N/A,Series A
+2766,07/05/2015,Box8,Online Food Delivery,nan,Mumbai,Mayfield Ventures,Private Equity,"35,00,000",Series A
+2767,07/05/2015,Toppr,Online Education Platform,nan,Mumbai,"Fidelity Growth Partners India, SAIF Partners,\\xc2\\xa0 Helion Ventures",Private Equity,"1,00,00,000",Series B
+2768,07/05/2015,Vedantu,Online Education Platform,nan,Bangalore,"Accel Partners, Tiger Global Management",Private Equity,"50,00,000",Series A
+2769,08/05/2015,BuyHatke,Online Product Comparison,nan,Bangalore,"S.Gopalakrishnan, Beenos",Seed Funding,"10,00,000",
+2770,08/05/2015,KleverKid,Online Education Platform,nan,New Delhi,Aarin Capital Partners,Seed Funding,N/A,
+2771,08/05/2015,Uniken,Online Security Platform,nan,Pune,Exfinity Ventures,Private Equity,"20,00,000",Bridge Round Pre-Series B
+2772,08/05/2015,GrandOpinion,Online Medical Diagnostic,nan,New Delhi,Florida based Angel investor,Seed Funding,"1,50,000",
+2773,08/05/2015,HealthifyMe,Health & Fitness App,nan,Bangalore,Micromax Informatics,Private Equity,N/A,Strategic Investment
+2774,12/05/2015,ZapStitch,Cloud Data Integration Platform,nan,Bangalore,"Helion Venture Partners, Orios Venture Partners",Private Equity,"20,00,000",Pre-Series A
+2775,12/05/2015,Wassup,Mobile Laundry Cleaning Service,nan,Chennai,"Arun Chandra Mohan, Praveen Sinha",Private Equity,"20,00,000",Pre-Series A
+2776,12/05.2015,Mobiefit,Mobile Fitness App,nan,Goa,Prototyze,Seed Funding,N/A,
+2777,12/05.2015,Plancess,Online Education Platform,nan,Mumbai,"Rajendra Gogri,\\xc2\\xa0 Chandrakant Gogri",Seed Funding,"20,00,000",
+2778,12/05/2015,WorkHorse,Service-On-Demand Mobile App,nan,Mumbai,Undisclosed Investors,Seed Funding,N/A,
+2779,13/05/2015,Innovaccer,Intelligent Data Analytics,nan,Noida,"Rajan Anandan, Teru Sato, Aneesh Reddy, Venkatesh Valluri",Seed Funding,N/A,
+2780,13/05/2015,MyCuteOffice,Online Office Rental,nan,Mumbai,Lead Angels,Seed Funding,N/A,
+2781,14/05/2015,IndianRoots.com,Lifestyle Ecommerce Portal,nan,Gurgaon,KJS Group,Private Equity,"50,00,000",Series B
+2782,14/05/2015,RedPolka,Online Fashion Aggregator,nan,Mumbai,Undisclosed Investors,Seed Funding,"2,50,000",
+2783,15/05/2015,Venturesity,Online Job skills Showcase,nan,Bangalore,"Phanindra Sama, Jay Sethuram, Hemant Kanakia, Ravi Trivedi",Seed Funding,"2,70,000",
+2784,18/05/2015,TheBetterIndia.com,Online News Media,nan,Bangalore,Mohandas Pai,Seed Funding,N/A,Pre-Series Bridge
+2785,18/05/2015,Awaaz De,Enterprise Communication Platform,nan,Ahmedabad,Samir Shah,Seed Funding,N/A,
+2786,19/05/2015,Chaayos,Offline Tea Chain,nan,New Delhi,Tiger Global Management,Private Equity,"10,00,000",Series A
+2787,19/05/2015,Akosha,Business Messaging App,nan,New Delhi,Sequoia Capital,Private Equity,"1,60,00,000",Series B
+2788,19/05/2015,Cooey,Health Mobile App,nan,Bangalore,Subhash Goyal,Seed Funding,"4,70,000",
+2789,19/05/2015,MeetUniv,Online Ed-Tech Platform,nan,Noida,Peesh Venture Capital,Seed Funding,"10,00,000",
+2790,19/05/2015,Inspirock,Online Travel Planning,nan,,MakeMyTrip Innovation Fund,Private Equity,N/A,
+2791,19/05/2015,Crown-it,Hyperlocal Mobile Marketplace,nan,Gurgaon,"Accel Partners, Helion Venture Partners",Private Equity,"55,00,000",Series A
+2792,19/05/2015,Trucksfirst,Trucking Logistic Operations,nan,Gurgaon,SAIF partners,Private Equity,"1,00,00,000",Series A
+2793,20/05/2015,Lookup,B2C Messaging App,nan,Bangalore,Biz Stone,Private Equity,"30,00,000",Series A
+2794,21/05/2015,SunTerrace,Rooftop Solar Plants,nan,New Delhi,Sunergy Investors,Private Equity,N/A,
+2795,22/05/2015,\\xc2\\xa0Nudgespot,Customer Engagement Platform,nan,Bangalore,"Kae Capital, Anoop Goyal, Mike Shah, VA Sastry",Seed Funding,"6,25,000",
+2796,22/05/2015,CarDekho,Online Car Portal,nan,Jaipur,HDFC Bank,Private Equity,N/A,1% stake
+2797,22/05/2015,EveningFlavors,Online Table Reservation,nan,Bangalore,Sandiep Shrivatsava,Seed Funding,"5,00,000",
+2798,25/05/2015,Razorpay,Online Payment Gateway,nan,Bangalore,Punit Soni,Seed Funding,N/A,
+2799,25/05/2015,ZenParent,Parents focused Web Content,nan,Bangalore,i2india Ventures,Seed Funding,"5,00,000",
+2800,25/05/2015,Newgen Payments,Payments Solution Provider,nan,New Delhi,Jan Manten,Seed Funding,N/A,
+2801,26/05/2015,UrbanPro,On-demand Service marketplace,nan,Bangalore,Nirvana Venture Advisors,Private Equity,"20,00,000",Series A
+2802,26/05/2015,Goodbox,On-Demand Business messaging,nan,Bangalore,Manipal Group,Seed Funding,"2,00,000",
+2803,26/05/2015,Renderlogy,Online Home D\\xc3\\xa9cor,nan,Hyderabad,Astarc Ventures,Private Equity,"10,00,000",Series A
+2804,27/05/2015,Postman,API Workflow platform,nan,Bangalore,Nexus Venture Partners,Seed Funding,"10,00,000",Series A
+2805,27/05/2015,Casa2inns,Affordable Hotel Booking Online,nan,New Delhi,"Accel Partners, Kalaari Capital",Private Equity,"50,00,000",Series A
+2806,27/05/2015,FleetRover,Logistics Intelligence,nan,Goa,"Tim Chen, Sanjay Venkat",Seed Funding,"1,80,000",
+2807,28/05/2015,TheKarrier,Last Mile Logistics,nan,Bangalore,"Sol Primero, Outbox Ventures, Nikunj Jain",Seed Funding,"2,40,000",
+2808,28/05/2015,Zoomcar,Self-driven Car rental,nan,Bangalore,Sequoia Capital,Private Equity,"50,00,000",Series B Interim Funding
+2809,28/05/2015,Truweight,Weight Management Service,nan,Hyderabad,Kalaari Capital,Private Equity,N/A,Series A
+2810,30/05/2015,Ather Energy,Electric Scooter Manufacturer,nan,Bangalore,Tiger Global,Private Equity,"1,20,00,000",Series A
+2811,03/04/2015,Swiggy,Online Food Delivery,nan,Bangalore,"Accel Partners, SAIF Partners",Private Equity,"20,00,000",Series A
+2812,04/04/2015,Bluegape,Web Content Publishing,nan,Gurgaon,"Rudy Gopalakrishnan, ah! Ventures",Seed Funding,"2,00,000",
+2813,04/04/2015,KeepTrax,Location Based App,nan,Dallas / Hyderabad,,Seed Funding,"10,00,000",
+2814,06/04/2015,InstaLively,Video Streaming,nan,New Delhi,"Rajesh Sawheny , Rajan Anandan, Amit Ranjan, Niraj Singh, AECAL, MeraEvents.",Seed Funding,"1,20,000",
+2815,07/04/2015,Pricejugaad,Price Comparison,nan,Hyderabad,"Amit Tyagi, Sandeep Acharya & others",Seed Funding,"1,65,000",
+2816,07/04/2015,Quikr,Online Classifieds,nan,Mumbai,"Tiger Global, Investment AB Kinnevik, Steadview Capital",Private Equity,"15,00,00,000",Series G (Check prev funding details here)
+2817,07/04/2015,PressPlay,Travel Entertainment,nan,New Delhi,"Sequoia Capital, Jason Hirschhorn, Jarett Posner, and Amit Bhatiani",Seed Funding,"22,00,000",
+2818,07/04/2015,LogiNext,Logistics Tech,nan,Mumbai,"Ajit Surana, Sanjay Mehta",Seed Funding,N/A,
+2819,08/04/2015,FirstCry.com,eCommerce,nan,Pune,"Silicon Valley Ventures, NEA Ventures, Valiant Capital, IDG Ventures India,\\xc2\\xa0 SAIF Partners, Vertex Ventures",Private Equity,"1,00,00,000","Series D ( In Feb it was announced they raised 26M, but it is 36M, so added here)"
+2820,08/04/2015,MobiKwik,Digital / Mobile Wallet,nan,Gurgaon,"Tree Line Asia, Cisco Investments, American Express, Sequoia Capital",Private Equity,"2,50,00,000",Series B
+2821,08/04/2015,Olacabs,Cab Aggregator,nan,Bangalore,"DST Global, Steadview Capital, Tiger Global, Accel Partners & Others",Private Equity,"40,00,00,000",Series E (Updated from 315M to 400M after Press Release)
+2822,09/04/2015,Gadgetwood,Device Repair Svcs,nan,New Delhi,"Ajai Chowdhry, Ashvin Chadha, Yogesh Bansal,\\nNitin Singhal & Others",Seed Funding,"2,00,000",
+2823,09/04/2015,Bonhomia,Premium Beverages,nan,New Delhi,"Kanwaljit Singh, Shripad Nadkarni, Sarvesh Shahra & Others",Seed Funding,"20,00,000",
+2824,09/04/2015,Changer Mints,Digital / Mobile Wallet,nan,Kolkata,Hyderabad based investor,Seed Funding,"1,65,000",
+2825,09/04/2015,Urban Ladder,Online Furnishing\\neCommerce,nan,Bangalore,"Sequoia Capital, TR Capital, Steadview Capital, SAIF Partners, Kalaari Capital",Private Equity,"5,00,00,000",Series C
+2826,09/04/2015,Purple Squirrel,Ed-Tech,nan,Mumbai,"Matrix Partners India, India Quotient",Private Equity,N/A,Series B
+2827,10/04/2015,Whatfix,Interactive\\xc2\\xa0 How-To Guides,nan,Bangalore,"Helion Venture Partner, Powerhouse Ventures, GSF and Other angel investors",Seed Funding,"9,00,000",
+2828,10/04/2015,iMMi Life,Mobile Health Tech,nan,Chennai,Unitus Seed Fund,Seed Funding,N/A,
+2829,11/04/2015,Zomato,Restaurant Reviews,nan,Gurgaon,Info Edge (India),Private Equity,"2,50,00,000",Late Stage
+2830,13/04/2015,ZopNow,Online Grocer,nan,Bangalore,"Dragoneer Investment, Accel Partners, Qualcomm Ventures, Times Internet",Private Equity,"1,00,00,000",Series B
+2831,13/04/2015,Nayi Disha,Ed-Tech,nan,New Delhi,"Ajay Relan,",Seed Funding,"3,00,000",
+2832,13/04.2015,The Porter,Logistics Tech,nan,Mumbai,Kae Capital,Seed Funding,"5,00,000",
+2833,13/04/2015,Commeasure,Online Hotel Booking,nan,Noida,Jungle Ventures,Seed Funding,"10,00,000",
+2834,13/04/2015,Capricoast,Online Kitchen Furniture,nan,Bangalore,Accel Partners India,Seed Funding,"12,50,000",
+2835,14/04/2015,LocalOye,Hyper-local Online Services,nan,Mumbai,"Tiger Global Management, Lightspeed Venture Partners",Private Equity,"50,00,000",Series A
+2836,15/04/2015,Grofers,Hyper-Local Online/Mobile Grocery,nan,Gurgaon,"Tiger Global, Sequoia Capital",Private Equity,"3,50,00,000",Series B
+2837,15/04/2015,PepperTap,Hyper-Local Online/Mobile Grocery,nan,Gurgaon,"SAIF Partners, Sequoia Capital",Private Equity,"1,00,00,000",Series A
+2838,15/04/2015,PolicyBazaar,Online Policy Aggregator,nan,Gurgaon,"PremjiInvest, Tiger Global, Ribbit Capital",Private Equity,"4,00,00,000",Series D
+2839,16/04/2015,UrbanClap,Hyperlocal Mobile Services Marketplace,nan,New Delhi,"SAIF Partners, Accel Partners, Kunal Bahl, Rohit Bansal",Seed Funding,"16,00,000",
+2840,16/04/2015,Taskbob,OnDemand\\nMobile Handyman Services,nan,Mumbai,"Orios Venture Partners, Mayfield India",Seed Funding,"12,00,000",
+2841,17/04/2015,Robosoft,Mobile App Development,nan,Udupi,"Ascent Capital, Kalaari Capital",Private Equity,"1,20,00,000",Series B
+2842,18/04/2015,Doormint,On-Demand Handyman Services,nan,Mumbai,Powai Lake Ventures,Seed Funding,N/A,
+2843,20/04/2015,Vyomo,Beauty & Wellness Mobile App,nan,Gurgaon,YouWeCan Ventures,Seed Funding,N/A,
+2844,20/04/2015,Pastiwala,Material Collection & Recycling,nan,Vadodara,Agnus Capital,Private Equity,"40,00,000",Series A
+2845,20/04/2015,1mg (Healthkartplus),Online Pharmacy & Drug DB,nan,Gurgaon,"Deep Kalra, Sequoia Capital, Omidyar Network, Intel Capital & Kae Capital",Private Equity,"60,00,000",Series A
+2846,20/04/2015,Freshdesk,Online / Mobile Customer Support,nan,Chennai,"Tiger Global, Google Capital & Accel Partners",Private Equity,"5,00,00,000",Series E
+2847,20/04/2015,Sulekha.com,Online Classifieds & Listings,nan,Chennai,GIC ventures,Private Equity,"2,80,00,000",Series C
+2848,22/04/2015,FindYahan,Hyperlocal services marketplace,nan,New Delhi,The Phoenix Fund,Private Equity,N/A,Series A
+2849,22/04/2015,Eat.Shop.Love,Fashion ECommerce,nan,Bangalore,Undisclosed Investor,Private Equity,"35,00,000",Series A
+2850,22/04/2015,Avanti Learning,Private Coaching Centers,nan,New Delhi,"Michael & Susan Dell Foundation, Pearson Learning Fund",Private Equity,"15,00,000",Series A
+2851,23/04/2015,Simplilearn,Online Certification Courses,nan,Bangalore,"Mayfield Ventures, Kalaari Capital, Helion Ventures",Private Equity,"1,50,00,000",Series C
+2852,23/04/2015,Craftstvilla,Ethnic Product eCommerce,nan,Mumbai,"Sequoia Capital, Nexus venture Partners, Lightspeed Ventures, GFC",Private Equity,"1,80,00,000",Series B
+2853,23/04/2015,HeadOut,Last Minute Travel Deals mobile marketplace,nan,Bangalore / SFO,"Version One Ventures, 500 Startups, Nexus Venture Partners and Arena Ventures",Seed Funding,"18,00,000",
+2854,23/04/2015,happay,usiness expense management,nan,Bangalore,AngelPrime,Seed Funding,"5,00,000",
+2855,23/04/2015,Jugnoo,Auto Rickshaw based Logistics,nan,Chandigarh,"Rakesh Mathur, Vikas Taneja & others",Seed Funding,"10,00,000",
+2856,23/04/2015,EazyDiner,Restaurant reservation app,nan,New Delhi,"Deepak Shahdadpuri, Gulpreet Kohli",Seed Funding,N/A,
+2857,23/04/2015,Phone Warrior,Spam Call block App,nan,New Delhi,Lightspeed Ventures,Seed Funding,N/A,Pre-Series A
+2858,24/04/2015,Coverfox,Online Insurance Aggregator,nan,Mumbai,"Accel US, Accel India, SAIF Partners.",Private Equity,"1,20,00,000",Series B
+2859,27/04/2015,Torqus,Restaurant Management Platform,nan,Pune,S S Mukherji & Others,Seed Funding,"3,50,000",
+2860,27/04/2015,Grab,Food Logistics & Delivery,nan,Mumbai,"Oliphans Capital, Haresh Chawla",Seed Funding,"10,00,000",
+2861,27/04/2015,LogicRoots,Interactive Educational Games,nan,Jaipur,"Ah! Ventures, Calcutta Angels,\\xc2\\xa0 91SpringBoard",Seed Funding,"4,00,000",
+2862,27/04/2015,GIBBS,Clean Tech,nan,New Delhi,Infuse Ventures fund,Private Equity,N/A,Series B
+2863,28/04/2015,Babajobs,Grey collar Job Board,nan,Bangalore,SEEK Ltd & affiliates,Private Equity,"1,00,00,000",Series B
+2864,28/04/2015,Urban Ladder,Online Furniture ecommerce,nan,Bangalore,"Anand Rajaraman, Venky Harinarayan",Private Equity,N/A,Series D
+2865,28/04/2015,Jay Robotix,Robotic Program learning,nan,Hyderabad,Cross Border Angels & others,Seed Funding,"2,50,000",
+2866,28/04/2015,Naaptol.com,Tele-Shopping / eCommerce,nan,Mumbai,Mitsui & Co & existing investors,Private Equity,"2,15,00,000",Series C
+2867,29/04/2015,ReGlobe,Used Gadgets Buy / Refurbishing,nan,Gurgaon,"Bessemer Ventures, Blume Ventures",Seed Funding,"10,00,000",
+2868,29/04/2015,Icertis,Cloud Enterprise Software,nan,Pune / US,"Greycroft Partners, Fidelity Growth Partners",Private Equity,"60,00,000",Series A
+2869,29/04/2015,Tracxn,Startup Analytics platform,nan,Bangalore,SAIF Partners,Private Equity,"35,00,000",Series A
+2870,29/04/2015,Dazo,Mobile Food Ordering app,nan,Bangalore,"Sumit Jain, Aprameya Radhakrishna, Alok Goel, Rajan Anandan, Amit Agrawal, Vinay Goel, Gaurav Munjal, Ashish Dev Kapur",Seed Funding,N/A,
+2871,29/04/2015,Tradelab,Financial Markets Software,nan,Bangalore,Rainmatter,Seed Funding,"4,00,000",
+2872,29/04/2015,PiQube,Hiring Analytics platform,nan,Chennai,The HR Fund,Seed Funding,"5,00,000",
+2873,29/04/2015,Travel Triangle,Online Travel Marketplace,nan,Noida,"Bessemer Venture Partners, SAIF Partners",Private Equity,"80,00,000",Series B
+2874,02/03/2015,TrulyMadly.com,nan,nan,nan,"Helion Venture Partners, Kae Capital",Private Equity,"55,00,000",Series A
+2875,02/03/2015,InstaLively,nan,nan,nan,Group of Angel Investors,Seed Funding,"1,20,000",
+2876,03/03/2015,Vserv,nan,nan,nan,"Maverick Capital, IDG Ventures India",Private Equity,"1,50,00,000",
+2877,03/03/2015,Intruo.com,nan,nan,nan,"Ashutosh Lawania, Alok Goel & others",Seed Funding,N/A,
+2878,05/03/2015,Niffler,nan,nan,nan,SAIF Partners,Seed Funding,"10,00,000",
+2879,05/03/2015,CustomFurnish.com,nan,nan,nan,"Madhukar Gangadi, Satish Reddy, Srini Raju, Srini Koppolu & SIDBI",Private Equity,"25,00,000",
+2880,06/03/2015,MapMyGenome,nan,nan,nan,Rajan Anandan & other angel investors,Private Equity,"12,00,000",
+2881,09/03/2015,Crowdfire (formerly Justunfollow),nan,nan,nan,Kalaari Capital,Private Equity,"25,00,000",
+2882,09/03/2015,Bite Club,nan,nan,nan,"Powai Lake Ventures, Aneesh Reddy, Ashish Kashyap, Alok Mittal",Seed Funding,"5,00,000",
+2883,10/03/2015,Localbanya,nan,nan,nan,Shrem Strategies,Private Equity,N/A,Series B
+2884,11/03/2015,Appedo,nan,nan,nan,Undisclosed Investors,Seed Funding,"10,00,000",
+2885,11/03/2015,Fitraq.com,nan,nan,nan,Tarun Arora,Seed Funding,"1,50,000",
+2886,11/03/2015,ChargeBee,nan,nan,nan,"Tiger Global, Accel Partners",Private Equity,"50,00,000",Series B
+2887,11/03/2015,Groupon India,nan,nan,nan,Sequoia Capital,Private Equity,"2,00,00,000",
+2888,12/03/2015,Process 9,nan,nan,nan,"IAN Ventures, Alok Sharma, Kris Gopalakrishnan, Saurabh Srivastava, Ajai Chowdhry",Seed Funding,N/A,
+2889,12/03/2015,MoonFrog Labs,nan,nan,nan,"Tiger Global, Sequoia Capital.",Private Equity,"1,50,00,000",Series A
+2890,13/03/2015,Foodpanda,nan,nan,nan,Rocket Internet AG & others,Private Equity,"11,00,00,000",Series C
+2891,13/03/2015,Paytm,nan,nan,nan,Ratan Tata,Private Equity,N/A,More details
+2892,13/03/2015,DiabetOmics,nan,nan,nan,"VentureEast,\\xc2\\xa0 Varaprasad Reddy",Private Equity,"50,00,000",Series C
+2893,13/03/2015,Qyk,nan,nan,nan,"Powai Lake Ventures, Zishan Hayath, Abhishek Goyal, Sahil Barua",Seed Funding,N/A,
+2894,14/03/2015,Daily Rounds,nan,nan,nan,"Kae Capital, GSF, Teruhide Sato",Seed Funding,"5,00,000",
+2895,14/03/2015,Orobind,nan,nan,nan,"Zishaan Hayath, Lalit Mangal, Harpreet Singh Grover",Seed Funding,"2,00,000",
+2896,14/03/2015,Routofy,nan,nan,nan,"Kunal Bahl, Rohit Bansal",Seed Funding,N/A,
+2897,16/03/2015,Digital Gorkha,nan,nan,nan,Ramesh kavediya,Seed Funding,"1,66,000",
+2898,16/03/2015,NestAway,nan,nan,nan,"IDG Ventures, Naveen Tewari",Seed Funding,"13,00,000",
+2899,16/03/2015,The Better India,nan,nan,nan,I-cube-N,Seed Funding,"1,66,000",
+2900,16/03/2015,Meru Cabs,nan,nan,nan,Value Fund Advisors,Private Equity,"5,00,00,000",
+2901,17/03/2015,GolfLAN,nan,nan,nan,YourNest Angel Fund,Seed Funding,N/A,
+2902,18/03/2015,Drivestream,nan,nan,nan,Wipro,Private Equity,"50,00,000",
+2903,18/03/2015,wWhere,nan,nan,nan,Group of Angel Investors,Seed Funding,"2,00,000",
+2904,18/03/2015,GoJavas,nan,nan,nan,Snapdeal,Private Equity,N/A,"Minority stake, Strategic"
+2905,19/03/2015,Tripoto,nan,nan,nan,"IDG Ventures, Outbox Ventures",Private Equity,"20,00,000",Pre-Series A
+2906,19/03/2015,Graphic India,nan,nan,nan,"CA Media LP,\\xc2\\xa0 Start Media.",Seed Funding,"28,00,000",
+2907,20/03/2015,Harness Handitouch,nan,nan,nan,Armat Group,Private Equity,N/A,Series A
+2908,20/03/2015,Lets Corp,nan,nan,nan,Wu Chay Chin,Seed Funding,"30,00,000",
+2909,20/03/2015,CollateBox,nan,nan,nan,LetsVenture,Seed Funding,"1,80,000",
+2910,20/03/2015,Mahindra First Choice,nan,nan,nan,Valiant Capital,Private Equity,"1,50,00,000",Series B
+2911,21/03/2015,Round One,nan,nan,nan,"HT Media, Arun Duggal",Seed Funding,N/A,
+2912,23/03/2015,RazorPay,nan,nan,nan,Y Combinator,Seed Funding,"1,20,000",
+2913,23/03/2015,Mosambee,nan,nan,nan,RVCF and SIDBI,Private Equity,N/A,Series B
+2914,24/03/2015,Furlenco,nan,nan,nan,LightBox Ventures,Private Equity,"60,00,000",Series A
+2915,24/03/2015,Cubito,nan,nan,nan,Sol Primero,Seed Funding,"1,60,000",
+2916,25/03/2015,Teabox,nan,nan,nan,"JAFCO Asia, Keystone Group, Dragoneer Investment, Accel Partners",Private Equity,"60,00,000",Series A
+2917,25/03/2015,Artoo,nan,nan,nan,"Accion Venture Labs, Rianta Capital",Private Equity,"5,00,000",Series A
+2918,25/03/2015,Fxkart.com,nan,nan,nan,"Dr Mushtaq Shah, Dr Faraz Naqvi",Seed Funding,"20,00,000",
+2919,25/03/2015,Rozgar Mela,nan,nan,nan,"Impact Investment Holding, Upaya Social Ventures",Seed Funding,N/A,
+2920,25/03/2015,OYO Rooms,nan,nan,nan,"Greenoaks capital, Sequoia Capital, LightSpeed Ventures",Private Equity,"2,50,00,000",Series A
+2921,26/03/2015,Roposo.com,nan,nan,nan,"Tiger Global Management, Indian Quotient, Binny Bansal",Private Equity,"50,00,000",Series A
+2922,26/03/2015,Teewe,nan,nan,nan,"Sequoia Capital, India Quotient",Seed Funding,"17,50,000",
+2923,26/03/2015,ePoise,nan,nan,nan,Undisclosed,Seed Funding,N/A,
+2924,27/03/2015,Urjas,nan,nan,nan,Solidarity Venture Capital & others,Seed Funding,"1,00,000",
+2925,27/03/2015,Chargein,nan,nan,nan,Pittie Group,Seed Funding,"1,00,000",
+2926,28/03/2015,Yogurt Labs,nan,nan,nan,"Nick Adams, Kiran Bhat, Family Pot Investments LLP",Seed Funding,"1,15,000",
+2927,28/03/2015,LimeRoad.com,nan,nan,nan,"Tiger Global, Matrix Partners, Lightspeed Venture Partners",Private Equity,"3,00,00,000",
+2928,28/03/2015,Team Indus,nan,nan,nan,"Nandan Nilekani, Rajiv Mody, Ajai Chowdhary",Private Equity,"15,00,000",Pre-Series A
+2929,30/03/2015,Arohan Financial Services,nan,nan,nan,Tano Capital,Private Equity,"1,00,00,000",
+2930,30/03/2015,BillDesk,nan,nan,nan,TA Associates,Private Equity,"7,50,00,000",Incremental Capital
+2931,31/03/2015,Triphobo,nan,nan,nan,"Mayfield Ventures, Kalaari Capital",Private Equity,"30,00,000",Series B (More Here)
+2932,31/03/2015,Aryaka,nan,nan,nan,"Trinity Ventures, InterWest Partners, Mohr Davidow Ventures, Presidio Ventures",Private Equity,"1,60,00,000",Series D
+2933,31/03/2015,Appsdaily,nan,nan,nan,"Zodius Capital, Ru-Net, Kalaari Capital,\\xc2\\xa0 Qualcomm Ventures",Private Equity,"1,60,00,000",Series C
+2934,02/02/2015,Faaya,nan,nan,nan,Group of Angel Investors,Seed\\nFunding,"16,600",At the 10 minute million event
+2935,02/02/2015,InstaBounce,nan,nan,nan,Group of Angel Investors,Seed\\nFunding,"16,600",At the 10 minute million event
+2936,02/02/2015,Chloroplast Foods,nan,nan,nan,Group of Angel Investors,Seed\\nFunding,"16,600",At the 10 minute million event
+2937,02/02/2015,Dealwithus,nan,nan,nan,Group of Angel Investors,Seed\\nFunding,"16,600",At the 10 minute million event
+2938,02/02/2015,CleverSharks,nan,nan,nan,Group of Angel Investors,Seed\\nFunding,"16,600",At the 10 minute million event
+2939,02/02/2015,Leaf,nan,nan,nan,Group of Angel Investors,Seed\\nFunding,"16,600",At the 10 minute million event
+2940,02/02/2015,SmartPocket,nan,nan,nan,"Sol Primero, Rajiv Mehta",Seed\\nFunding,"2,50,000",For mobile app
+2941,02/02/2015,Yumist,nan,nan,nan,Orios Venture Partner,Private Equity,"10,00,000",
+2942,02/02/2015,NowFloats,nan,nan,nan,Omidyar Network,Private Equity,N/A,Series A
+2943,02/02/2015,FirstCry,nan,nan,nan,Valiant Capital Partners,Private Equity,"2,60,00,000",Series D
+2944,02/02/2015,HolaChef,nan,nan,nan,India Quotient,Seed\\nFunding,"3,25,000",
+2945,03/02/2015,Frsh.co.in,nan,nan,nan,"India Quotient, Kae Capital",Seed\\nFunding,"5,18,000",
+2946,03/02/2015,Manthan,nan,nan,nan,"Temasek, Norwest Venture Partners",Private Equity,"6,00,00,000",Series D
+2947,05/02/2015,Kobster.com,nan,nan,nan,Splice Advisors,Seed\\nFunding,N/A,
+2948,05/02/2015,Culture Machine,nan,nan,nan,"Tiger Global, Times Internet, Zodius Capital",Private Equity,"1,80,00,000",Series B
+2949,05/02/2015,Paytm,nan,nan,nan,Ant Financial Services (Alipay),Private Equity,N/A,Strategic Investment (25% stake)
+2950,05/02/2015,Aisle.co,nan,nan,nan,"Anand Vijay, Shashank Mehrotra & Others",Seed\\nFunding,"1,00,000",
+2951,06/02/2015,FreeCharge,nan,nan,nan,"Valiant Capital, Tybourne Capital, Sequoia Capital, RuNet and Sofina",Private Equity,"8,00,00,000",Series C
+2952,06/02/2015,NewsHunt,nan,nan,nan,"Falcon Edge Capital, Matrix Partners India, Sequoia Capital India and Omidyar Network",Private Equity,"4,00,00,000",Series C
+2953,09/02/2015,MyNoticePeriod,nan,nan,nan,IDG Ventures,Private Equity,"30,00,000",Series A
+2954,09/02/2015,CarDekho.com,nan,nan,nan,Ratan Tata,Private Equity,N/A,
+2955,09/02/2015,Faaso\\xe2\\x80\\x99s,nan,nan,nan,Lightbox Ventures,Private Equity,"2,00,00,000",Series B
+2956,10/02/2015,CarTrade.com,nan,nan,nan,Chip Perry,Private Equity,N/A,
+2957,10/02/2015,StoreKing,nan,nan,nan,Mangrove Capital Partners,Private Equity,N/A,
+2958,11/02/2015,Capital Float,nan,nan,nan,"SAIF Partners, Sequoia Capital, Aspada",Private Equity,"1,30,00,000",Series A
+2959,11/02/2015,Nimble Wireless,nan,nan,nan,AngelPrime,Seed\\nFunding,"30,00,000",
+2960,11/02/2015,Townscript,nan,nan,nan,Group of Angel Investors,Seed\\nFunding,N/A,
+2961,11/02/2015,FindYahan,nan,nan,nan,"Karan Bajwa, Parvesh Bareja , Sunjay Kapur, Amanpreet Bajaj",Seed\\nFunding,N/A,
+2962,12/02/2015,Stayzilla,nan,nan,nan,"Nexus Venture Partners, Matrix Partners",Private Equity,"2,00,00,000",Series B
+2963,12/02/2015,Practo,nan,nan,nan,"Sequoia Capital, Matrix Partners",Private Equity,"3,00,00,000",Series B
+2964,13/02/2015,CimplyFive,nan,nan,nan,"Suresh Senapaty, TV Mohandas Pai",Seed\\nFunding,N/A,
+2965,13/02/2015,20Dresses,nan,nan,nan,"Srinivas Aluri, Srinivas Modukury, BS Nagesh",Seed\\nFunding,"10,00,000",
+2966,13/02/2015,Itzcash,nan,nan,nan,Ashok Goel (promoter),Private Equity,"1,65,00,000",Promoter Commitment
+2967,16/02/2015,NewsInShorts,nan,nan,nan,"Tiger Global, Rebright Partners, Sachin and Binny Bansal",Private Equity,"41,50,000",Series A
+2968,16/02/2015,iTraveller.com,nan,nan,nan,ah! Ventures,Private Equity,"10,00,000",Series A
+2969,17/02/2015,NextGen,nan,nan,nan,Mumbai Angels & Group of other investors,Seed\\nFunding,N/A,
+2970,18/02/2015,Wooplr.com,nan,nan,nan,Helion Venture Partners,Private Equity,"50,00,000",Series A
+2971,19/05/2015,Springleap,nan,nan,nan,Cross Border Angels,Seed\\nFunding,"8,00,000",
+2972,20/02/2015,Klip.in,nan,nan,nan,"Calcutta Angels, Venture Nursery Angels Mumbai Angels",Seed\\nFunding,"5,00,000",
+2973,20/02/2015,Renderlogy,nan,nan,nan,Brick Eagle,Private Equity,"16,00,000",Series A
+2974,21/02/2015,Appbase,nan,nan,nan,"DA-IICT, Techstars, Carnegie Mellon University, Startup Brasil program",Seed\\nFunding,"2,90,000",Grant + Seed funding
+2975,23/02/2015,HomeLane,nan,nan,nan,"Sequoia Capital, Ranjan Pai, Mohandas Pai & others",Private Equity,"45,00,000",Series A
+2976,23/02/2015,Trip38,nan,nan,nan,"InterGlobe Technology Quotient, Lantern Capital",Private Equity,"10,00,000",Series A
+2977,23/02/2015,Smartairtrip.com,nan,nan,nan,Undisclosed,Private Equity,"1,00,00,000",Series A
+2978,23/02/2015,NoBroker,nan,nan,nan,"SAIF Partners, Fulcrum Ventures",Private Equity,"30,00,000",Series A
+2979,24/02/2015,Caravan Craft Retail,nan,nan,nan,"Unitus Seed Fund\\nNarayan Ramachandran, Bijou Kurien",Seed\\nFunding,"5,00,000",
+2980,25/02/2015,SquadRun,nan,nan,nan,"Amit Ranjan, Deepinder Goyal, Zishaan Hayath, Powai Lake Ventures",Seed\\nFunding,N/A,
+2981,25/02/2015,Clonect Solutions,nan,nan,nan,"V Balakrishnan, T V Mohandas Pai, BC Prabhakar",Seed\\nFunding,"2,50,000",
+2982,25/02/2015,TaxSutra,nan,nan,nan,"V Balakrishnan, T V Mohandas Pai",Seed\\nFunding,"1,60,000",
+2983,25/02/2015,PepperTap,nan,nan,nan,Sequoia Capital,Seed\\nFunding,N/A,
+2984,25/02/2015,Sattviko,nan,nan,nan,"Sumit Jain, Rajat Jain, Sanjay Bhasin",Seed\\nFunding,"3,20,000",
+2985,25/02/2015,IndustryBuying,nan,nan,nan,SAIF Partners,Private Equity,"20,00,000",Series A
+2986,26/02/2015,FreshWorld,nan,nan,nan,"Kris Gopalakrishnan, Nagaraja Prakasam",Seed\\nFunding,N/A,
+2987,26/02/2015,TinyOwl,nan,nan,nan,"Matrix Partners, Sequoia Capital, Nexus Venture Partners",Private Equity,"1,60,00,000",Series B
+2988,27/02/2015,Momoe,nan,nan,nan,"IDG Ventures India, Jungle Ventures, India Quotient.",Seed\\nFunding,"12,00,000",
+2989,27/02/2015,Grofers,nan,nan,nan,"Tiger Global Management, Sequoia Capital India",Private Equity,"1,00,00,000",Series A
+2990,02/01/2015,LensKart,nan,nan,nan,"TPG Growth, TR Capital, IDG Ventures",Private Equity,"21,50,000",
+2991,02/01/2015,VioletStreet,nan,nan,nan,"Venkat Vallabhneni, Sudhakar Reddy, Srinivasa Rao Paturi",Seed\\nFunding,"3,15,000",
+2992,05/01/2015,Lookup,nan,nan,nan,"DeNA Co., Japan & Teruhide Sato (in Addition to MKS Switzerland & Kris GopalKrishnan)",Seed\\nFunding,"3,80,000",
+2993,05/01/2015,#Fame,nan,nan,nan,TO THE NEW Ventures,Private Equity,"1,00,00,000",
+2994,05/01/2015,Gympik,nan,nan,nan,"Tom Clausen, Rohan Ajila, Haldyn Glass",Seed Funding,"1,35,000",
+2995,06/01/2015,Near.in,nan,nan,nan,"Anupam Mittal, Manish Vij, Prashant Tandon, Gaurav Agarwal, Akash Agarwal, Himanshu Aggarwal, Kevin Parikh",Seed Funding,"2,85,000",
+2996,06/01/2015,Purplle.com,nan,nan,nan,IvyCap Ventures,Private Equity,N/A,
+2997,06/01/2015,NumberMall,nan,nan,nan,SRI Capital,Private Equity,"1,00,00,000",
+2998,06/01/2015,Tookitaki,nan,nan,nan,"Jungle Ventures, Redbright Partners, Blume Ventures",Private\\nEquity,"10,00,000",
+2999,06/01/2015,Frankly,nan,nan,nan,Matrix Partners,Seed Funding,"6,00,000",
+3000,07/01/2015,Faircent,nan,nan,nan,"Devesh Sachdev, Ashish Tiwari",Seed Funding,N/A,Valuation at $4M
+3001,07/01/2015,Nurturey,nan,nan,nan,Seedrs Crowd funding platform,Crowd funding,"1,25,000",
+3002,07/01/2015,Bewakoof,nan,nan,nan,"Rohit Bansal, Kunal Bahl, Nikhil Vora",Seed Funding,N/A,
+3003,07/01/2015,Stridalyzer,nan,nan,nan,Kickstarter,Crowd Funding,"30,768",
+3004,07/01/2015,Commonfloor,nan,nan,nan,Google Capital,Private Equity,"50,00,000",3rd Round
+3005,09/01/2015,Sokrati,nan,nan,nan,"IvyCap Ventures, Inventus Capital",Private Equity,N/A,Series B
+3006,09/01/2015,YepMe,nan,nan,nan,"JS Capital, Helion Venture Partners, Capricorn Investment Group",Private Equity,"1,30,00,000",Series A
+3007,09/01/2015,TapCibo,nan,nan,nan,Alok Goel,Seed Funding,N/A,
+3008,12/01/2015,Verayu,nan,nan,nan,"GWB Group, Blume Ventures",Private Equity,N/A,
+3009,12/01/2015,MyDreamStore,nan,nan,nan,Undisclosed Investors,Seed Funding,"2,90,000",
+3010,13/01/2015,AppVirality,nan,nan,nan,"Rajan Anandan, Mike Galgon, Ashim Mehra, Mohit Saxena, Ravi Gururaj, TNN Capital & IIG",Seed Funding,N/A,
+3011,14/01/2015,RateGain,nan,nan,nan,TA Associates,Private Equity,"5,00,00,000",
+3012,15/01.2015,Wishberry,nan,nan,nan,"Rajan Anandan, Shankar Mahadevan, Deep Kalra & Others",Seed Funding,"6,50,000",
+3013,16/01/2015,eKincare,nan,nan,nan,Adroitent Pvt. Ltd.,Seed Funding,"1,61,000",
+3014,18/01/2015,ShopClues,nan,nan,nan,Tiger Global & Other investors,Private Equity,"10,00,00,000",More Details
+3015,19/01/2015,Refiral,nan,nan,nan,Cogent E Services,Seed Funding,"3,30,000",
+3016,19/01/2015,Ping Digital,nan,nan,nan,Consortium of Angel Investors,Seed Funding,N/A,
+3017,19/01/2015,HealthyWorld.in,nan,nan,nan,Group of Angel Investors,Seed Funding,"2,00,000",
+3018,19/01/2015,Hostel Dunia,nan,nan,nan,Hyderabad Angels (at Startup Heroes event),Seed Funding,"16,000",
+3019,19/01/2015,Play your sport,nan,nan,nan,Hyderabad Angels (at Startup Heroes event),Seed Funding,"16,000",
+3020,19/01/2015,Yo Grad,nan,nan,nan,Hyderabad Angels (at Startup Heroes event),Seed Funding,"16,000",
+3021,19/01/2015,Enabli,nan,nan,nan,Hyderabad Angels (at Startup Heroes event),Seed Funding,"16,000",
+3022,19/01/2015,CBS,nan,nan,nan,Hyderabad Angels (at Startup Heroes event),Seed Funding,"16,000",
+3023,20/01/2015,Hopscotch,nan,nan,nan,Eduardo Saverin & Velos Capital,Private Equity,"1,10,00,000",
+3024,20/01/2015,Amagi Media Labs,nan,nan,nan,Premji Invest & Mayfield Fund,Private Equity,N/A,
+3025,20/01/2015,HealthyWorld.in,nan,nan,nan,Group of Angel Investors,Seed Funding,"2,00,000",
+3026,21/01/2015,Simplilearn,nan,nan,nan,"Mayfield India, Kalaari Capital, Helion Ventures",Private Equity,"1,47,50,000",
+3027,21/01/2015,MyDreamStore,nan,nan,nan,Undisclosed Investors,Seed Funding,"3,25,000",
+3028,21/05/2015,Knit,nan,nan,nan,"Rohit Jain, Amit Rambhia & Others",Seed Funding,N/A,
+3029,21/05/2015,Villgro,nan,nan,nan,Michael & Susan Dell Foundation,Seed Funding,"32,50,000",To fund edu startups
+3030,22/01//2015,Corporate360,nan,nan,nan,Group of Angel Investors,Seed Funding,"2,00,000",
+3031,22/01/2015,Freshmonk,nan,nan,nan,"August Capital Partners, Michael Blakey",Seed Funding,N/A,
+3032,22/01/2015,Englishleap.com,nan,nan,nan,ANALEC,Private Equity,N/A,Majority Stake
+3033,22/01/2015,Antuit,nan,nan,nan,"Goldman Sachs, Zodius Capital",Private Equity,"5,60,00,000",
+3034,22/01/2015,Caratlane.com,nan,nan,nan,Tiger Global,Private Equity,"3,10,00,000",Series D
+3035,24/01/2015,Aasaanjobs,nan,nan,nan,"Inventus Capital Partners, IDG Ventures",Seed Funding,"15,00,000",
+3036,24/01/2015,Impartus,nan,nan,nan,Kaizen Private Equity,Private Equity,N/A,Series A
+3037,25/01/2015,Thrill App,nan,nan,nan,People Group (Shaadi.com),Private Equity,"10,00,000",Strategic Funding
+3038,27/01/2015,CarDekho.com,nan,nan,nan,"Hillhouse Capital, Tybourne Capital",Private Equity,"5,00,00,000",Series B
+3039,28/01/2015,Grabhouse.com,nan,nan,nan,"Kalaari Capital, Sequoia Capital",Private Equity,"25,00,000",Series A
+3040,29/01/2015,Printvenue,nan,nan,nan,Asia Pacific Internet Group,Private Equity,"45,00,000",
+3041,29/01/2015,Graphene,nan,nan,nan,KARSEMVEN Fund,Private Equity,"8,25,000",Govt backed VC Fund
+3042,30/01/2015,Mad Street Den,nan,nan,nan,"Exfinity Fund, GrowX Ventures.",Private Equity,"15,00,000",
+3043,30/01/2015,Simplotel,nan,nan,nan,MakeMyTrip,Private Equity,N/A,"Strategic Funding, Minority stake"
+3044,31/01/2015,couponmachine.in,nan,nan,nan,UK based Group of Angel Investors,Seed Funding,"1,40,000",
\ No newline at end of file